Bid vs Ask: How Buying and Selling Work - Warrior Trading

My home-made bar replay for MT4

I made a home-made bar replay for MT4 as an alternative to the tradingview bar replay. You can change timeframes and use objects easily. It just uses vertical lines to block the future candles. Then it adjusts the vertical lines when you change zoom or time frames to keep the "future" bars hidden.
I am not a professional coder so this is not as robust as something like Soft4fx or Forex Tester. But for me it gets the job done and is very convenient. Maybe you will find some benefit from it.

Here are the steps to use it:
1) copy the text from the code block
2) go to MT4 terminal and open Meta Editor (click icon or press F4)
3) go to File -> New -> Expert Advisor
4) put in a title and click Next, Next, Finish
5) Delete all text from new file and paste in text from code block
6) go back to MT4
7) Bring up Navigator (Ctrl+N if it's not already up)
8) go to expert advisors section and find what you titled it
9) open up a chart of the symbol you want to test
10) add the EA to this chart
11) specify colors and start time in inputs then press OK
12) use "S" key on your keyboard to advance 1 bar of current time frame
13) use tool bar buttons to change zoom and time frames, do objects, etc.
14) don't turn on auto scroll. if you do by accident, press "S" to return to simulation time.
15) click "buy" and "sell" buttons (white text, top center) to generate entry, TP and SL lines to track your trade
16) to cancel or close a trade, press "close order" then click the white entry line
17) drag and drop TP/SL lines to modify RR
18) click "End" to delete all objects and remove simulation from chart
19) to change simulation time, click "End", then add the simulator EA to your chart with a new start time
20) When you click "End", your own objects will be deleted too, so make sure you are done with them
21) keep track of your own trade results manually
22) use Tools-> History center to download new data if you need it. the simulator won't work on time frames if you don't have historical data going back that far, but it will work on time frames that you have the data for. If you have data but its not appearing, you might also need to increase max bars in chart in Tools->Options->Charts.
23) don't look at status bar if you are moused over hidden candles, or to avoid this you can hide the status bar.


Here is the code block.
//+------------------------------------------------------------------+ //| Bar Replay V2.mq4 | //| Copyright 2020, MetaQuotes Software Corp. | //| https://www.mql5.com | //+------------------------------------------------------------------+ #property copyright "Copyright 2020, MetaQuotes Software Corp." #property link "https://www.mql5.com" #property version "1.00" #property strict #define VK_A 0x41 #define VK_S 0x53 #define VK_X 0x58 #define VK_Z 0x5A #define VK_V 0x56 #define VK_C 0x43 #define VK_W 0x57 #define VK_E 0x45 double balance; string balance_as_string; int filehandle; int trade_ticket = 1; string objectname; string entry_line_name; string tp_line_name; string sl_line_name; string one_R_line_name; double distance; double entry_price; double tp_price; double sl_price; double one_R; double TP_distance; double gain_in_R; string direction; bool balance_file_exist; double new_balance; double sl_distance; string trade_number; double risk; double reward; string RR_string; int is_tp_or_sl_line=0; int click_to_cancel=0; input color foreground_color = clrWhite; input color background_color = clrBlack; input color bear_candle_color = clrRed; input color bull_candle_color = clrSpringGreen; input color current_price_line_color = clrGray; input string start_time = "2020.10.27 12:00"; input int vertical_margin = 100; //+------------------------------------------------------------------+ //| Expert initialization function | //+------------------------------------------------------------------+ int OnInit() { Comment(""); ChartNavigate(0,CHART_BEGIN,0); BlankChart(); ChartSetInteger(0,CHART_SHIFT,true); ChartSetInteger(0,CHART_FOREGROUND,false); ChartSetInteger(0,CHART_AUTOSCROLL,false); ChartSetInteger(0,CHART_SCALEFIX,false); ChartSetInteger(0,CHART_SHOW_OBJECT_DESCR,true); if (ObjectFind(0,"First OnInit")<0){ CreateStorageHLine("First OnInit",1);} if (ObjectFind(0,"Simulation Time")<0){ CreateTestVLine("Simulation Time",StringToTime(start_time));} string vlinename; for (int i=0; i<=1000000; i++){ vlinename="VLine"+IntegerToString(i); ObjectDelete(vlinename); } HideBars(SimulationBarTime(),0); //HideBar(SimulationBarTime()); UnBlankChart(); LabelCreate("New Buy Button","Buy",0,38,foreground_color); LabelCreate("New Sell Button","Sell",0,41,foreground_color); LabelCreate("Cancel Order","Close Order",0,44,foreground_color); LabelCreate("Risk To Reward","RR",0,52,foreground_color); LabelCreate("End","End",0,35,foreground_color); ObjectMove(0,"First OnInit",0,0,0); //--- create timer EventSetTimer(60); return(INIT_SUCCEEDED); } //+------------------------------------------------------------------+ //| Expert deinitialization function | //+------------------------------------------------------------------+ void OnDeinit(const int reason) { //--- destroy timer EventKillTimer(); } //+------------------------------------------------------------------+ //| Expert tick function | //+------------------------------------------------------------------+ void OnTick() { //--- } //+------------------------------------------------------------------+ //| ChartEvent function | //+------------------------------------------------------------------+ void OnChartEvent(const int id, const long &lparam, const double &dparam, const string &sparam) { if (id==CHARTEVENT_CHART_CHANGE){ int chartscale = ChartGetInteger(0,CHART_SCALE,0); int lastchartscale = ObjectGetDouble(0,"Last Chart Scale",OBJPROP_PRICE,0); if (chartscale!=lastchartscale){ int chartscale = ChartGetInteger(0,CHART_SCALE,0); ObjectMove(0,"Last Chart Scale",0,0,chartscale); OnInit(); }} if (id==CHARTEVENT_KEYDOWN){ if (lparam==VK_S){ IncreaseSimulationTime(); UnHideBar(SimulationPosition()); NavigateToSimulationPosition(); CreateHLine(0,"Current Price",Close[SimulationPosition()+1],current_price_line_color,1,0,true,false,false,"price"); SetChartMinMax(); }} if(id==CHARTEVENT_OBJECT_CLICK) { if(sparam=="New Sell Button") { distance = iATR(_Symbol,_Period,20,SimulationPosition()+1)/2; objectname = "Trade # "+IntegerToString(trade_ticket); CreateHLine(0,objectname,Close[SimulationPosition()+1],foreground_color,2,5,false,true,true,"Sell"); objectname = "TP for Trade # "+IntegerToString(trade_ticket); CreateHLine(0,objectname,Close[SimulationPosition()+1]-distance*2,clrAqua,2,5,false,true,true,"TP"); objectname = "SL for Trade # "+IntegerToString(trade_ticket); CreateHLine(0,objectname,Close[SimulationPosition()+1]+distance,clrRed,2,5,false,true,true,"SL"); trade_ticket+=1; } } if(id==CHARTEVENT_OBJECT_CLICK) { if(sparam=="New Buy Button") { distance = iATR(_Symbol,_Period,20,SimulationPosition()+1)/2; objectname = "Trade # "+IntegerToString(trade_ticket); CreateHLine(0,objectname,Close[SimulationPosition()+1],foreground_color,2,5,false,true,true,"Buy"); objectname = "TP for Trade # "+IntegerToString(trade_ticket); CreateHLine(0,objectname,Close[SimulationPosition()+1]+distance*2,clrAqua,2,5,false,true,true,"TP"); objectname = "SL for Trade # "+IntegerToString(trade_ticket); CreateHLine(0,objectname,Close[SimulationPosition()+1]-distance,clrRed,2,5,false,true,true,"SL"); trade_ticket+=1; } } if(id==CHARTEVENT_OBJECT_DRAG) { if(StringFind(sparam,"TP",0)==0) { is_tp_or_sl_line=1; } if(StringFind(sparam,"SL",0)==0) { is_tp_or_sl_line=1; } Comment(is_tp_or_sl_line); if(is_tp_or_sl_line==1) { trade_number = StringSubstr(sparam,7,9); entry_line_name = trade_number; tp_line_name = "TP for "+entry_line_name; sl_line_name = "SL for "+entry_line_name; entry_price = ObjectGetDouble(0,entry_line_name,OBJPROP_PRICE,0); tp_price = ObjectGetDouble(0,tp_line_name,OBJPROP_PRICE,0); sl_price = ObjectGetDouble(0,sl_line_name,OBJPROP_PRICE,0); sl_distance = MathAbs(entry_price-sl_price); TP_distance = MathAbs(entry_price-tp_price); reward = TP_distance/sl_distance; RR_string = "RR = 1 : "+DoubleToString(reward,2); ObjectSetString(0,"Risk To Reward",OBJPROP_TEXT,RR_string); is_tp_or_sl_line=0; } } if(id==CHARTEVENT_OBJECT_CLICK) { if(sparam=="Cancel Order") { click_to_cancel=1; Comment("please click the entry line of the order you wish to cancel."); } } if(id==CHARTEVENT_OBJECT_CLICK) { if(sparam!="Cancel Order") { if(click_to_cancel==1) { if(ObjectGetInteger(0,sparam,OBJPROP_TYPE,0)==OBJ_HLINE) { entry_line_name = sparam; tp_line_name = "TP for "+sparam; sl_line_name = "SL for "+sparam; ObjectDelete(0,entry_line_name); ObjectDelete(0,tp_line_name); ObjectDelete(0,sl_line_name); click_to_cancel=0; ObjectSetString(0,"Risk To Reward",OBJPROP_TEXT,"RR"); } } } } if (id==CHARTEVENT_OBJECT_CLICK){ if (sparam=="End"){ ObjectsDeleteAll(0,-1,-1); ExpertRemove(); }} } //+------------------------------------------------------------------+ void CreateStorageHLine(string name, double value){ ObjectDelete(name); ObjectCreate(0,name,OBJ_HLINE,0,0,value); ObjectSetInteger(0,name,OBJPROP_SELECTED,false); ObjectSetInteger(0,name,OBJPROP_SELECTABLE,false); ObjectSetInteger(0,name,OBJPROP_COLOR,clrNONE); ObjectSetInteger(0,name,OBJPROP_BACK,true); ObjectSetInteger(0,name,OBJPROP_ZORDER,0); } void CreateTestHLine(string name, double value){ ObjectDelete(name); ObjectCreate(0,name,OBJ_HLINE,0,0,value); ObjectSetInteger(0,name,OBJPROP_SELECTED,false); ObjectSetInteger(0,name,OBJPROP_SELECTABLE,false); ObjectSetInteger(0,name,OBJPROP_COLOR,clrWhite); ObjectSetInteger(0,name,OBJPROP_BACK,true); ObjectSetInteger(0,name,OBJPROP_ZORDER,0); } bool IsFirstOnInit(){ bool bbb=false; if (ObjectGetDouble(0,"First OnInit",OBJPROP_PRICE,0)==1){return true;} return bbb; } void CreateTestVLine(string name, datetime timevalue){ ObjectDelete(name); ObjectCreate(0,name,OBJ_VLINE,0,timevalue,0); ObjectSetInteger(0,name,OBJPROP_SELECTED,false); ObjectSetInteger(0,name,OBJPROP_SELECTABLE,false); ObjectSetInteger(0,name,OBJPROP_COLOR,clrNONE); ObjectSetInteger(0,name,OBJPROP_BACK,false); ObjectSetInteger(0,name,OBJPROP_ZORDER,3); } datetime SimulationTime(){ return ObjectGetInteger(0,"Simulation Time",OBJPROP_TIME,0); } int SimulationPosition(){ return iBarShift(_Symbol,_Period,SimulationTime(),false); } datetime SimulationBarTime(){ return Time[SimulationPosition()]; } void IncreaseSimulationTime(){ ObjectMove(0,"Simulation Time",0,Time[SimulationPosition()-1],0); } void NavigateToSimulationPosition(){ ChartNavigate(0,CHART_END,-1*SimulationPosition()+15); } void NotifyNotEnoughHistoricalData(){ BlankChart(); Comment("Sorry, but there is not enough historical data to load this time frame."+"\n"+ "Please load more historical data or use a higher time frame. Thank you :)");} void UnHideBar(int barindex){ ObjectDelete(0,"VLine"+IntegerToString(barindex+1)); } void BlankChart(){ ChartSetInteger(0,CHART_COLOR_FOREGROUND,clrNONE); ChartSetInteger(0,CHART_COLOR_CANDLE_BEAR,clrNONE); ChartSetInteger(0,CHART_COLOR_CANDLE_BULL,clrNONE); ChartSetInteger(0,CHART_COLOR_CHART_DOWN,clrNONE); ChartSetInteger(0,CHART_COLOR_CHART_UP,clrNONE); ChartSetInteger(0,CHART_COLOR_CHART_LINE,clrNONE); ChartSetInteger(0,CHART_COLOR_GRID,clrNONE); ChartSetInteger(0,CHART_COLOR_ASK,clrNONE); ChartSetInteger(0,CHART_COLOR_BID,clrNONE);} void UnBlankChart(){ ChartSetInteger(0,CHART_COLOR_FOREGROUND,foreground_color); ChartSetInteger(0,CHART_COLOR_CANDLE_BEAR,bear_candle_color); ChartSetInteger(0,CHART_COLOR_CANDLE_BULL,bull_candle_color); ChartSetInteger(0,CHART_COLOR_BACKGROUND,background_color); ChartSetInteger(0,CHART_COLOR_CHART_DOWN,foreground_color); ChartSetInteger(0,CHART_COLOR_CHART_UP,foreground_color); ChartSetInteger(0,CHART_COLOR_CHART_LINE,foreground_color); ChartSetInteger(0,CHART_COLOR_GRID,clrNONE); ChartSetInteger(0,CHART_COLOR_ASK,clrNONE); ChartSetInteger(0,CHART_COLOR_BID,clrNONE);} void HideBars(datetime starttime, int shift){ int startbarindex = iBarShift(_Symbol,_Period,starttime,false); ChartNavigate(0,CHART_BEGIN,0); if (Time[WindowFirstVisibleBar()]>SimulationTime()){NotifyNotEnoughHistoricalData();} if (Time[WindowFirstVisibleBar()]=0; i--){ vlinename="VLine"+IntegerToString(i); ObjectCreate(0,vlinename,OBJ_VLINE,0,Time[i],0); ObjectSetInteger(0,vlinename,OBJPROP_COLOR,background_color); ObjectSetInteger(0,vlinename,OBJPROP_BACK,false); ObjectSetInteger(0,vlinename,OBJPROP_WIDTH,vlinewidth); ObjectSetInteger(0,vlinename,OBJPROP_ZORDER,10); ObjectSetInteger(0,vlinename,OBJPROP_FILL,true); ObjectSetInteger(0,vlinename,OBJPROP_STYLE,STYLE_SOLID); ObjectSetInteger(0,vlinename,OBJPROP_SELECTED,false); ObjectSetInteger(0,vlinename,OBJPROP_SELECTABLE,false); } NavigateToSimulationPosition(); SetChartMinMax();} }//end of HideBars function void SetChartMinMax(){ int firstbar = WindowFirstVisibleBar(); int lastbar = SimulationPosition(); int lastbarwhenscrolled = WindowFirstVisibleBar()-WindowBarsPerChart(); if (lastbarwhenscrolled>lastbar){lastbar=lastbarwhenscrolled;} double highest = High[iHighest(_Symbol,_Period,MODE_HIGH,firstbar-lastbar,lastbar)]; double lowest = Low[iLowest(_Symbol,_Period,MODE_LOW,firstbar-lastbar,lastbar)]; ChartSetInteger(0,CHART_SCALEFIX,true); ChartSetDouble(0,CHART_FIXED_MAX,highest+vertical_margin*_Point); ChartSetDouble(0,CHART_FIXED_MIN,lowest-vertical_margin*_Point); } void LabelCreate(string labelname, string labeltext, int row, int column, color labelcolor){ int ylocation = row*18; int xlocation = column*10; ObjectCreate(0,labelname,OBJ_LABEL,0,0,0); ObjectSetString(0,labelname,OBJPROP_TEXT,labeltext); ObjectSetInteger(0,labelname,OBJPROP_COLOR,labelcolor); ObjectSetInteger(0,labelname,OBJPROP_FONTSIZE,10); ObjectSetInteger(0,labelname,OBJPROP_ZORDER,10); ObjectSetInteger(0,labelname,OBJPROP_BACK,false); ObjectSetInteger(0,labelname,OBJPROP_CORNER,CORNER_LEFT_UPPER); ObjectSetInteger(0,labelname,OBJPROP_ANCHOR,ANCHOR_LEFT_UPPER); ObjectSetInteger(0,labelname,OBJPROP_XDISTANCE,xlocation); ObjectSetInteger(0,labelname,OBJPROP_YDISTANCE,ylocation);} double GetHLinePrice(string name){ return ObjectGetDouble(0,name,OBJPROP_PRICE,0); } void CreateHLine(int chartid, string objectnamey, double objectprice, color linecolor, int width, int zorder, bool back, bool selected, bool selectable, string descriptionn) { ObjectDelete(chartid,objectnamey); ObjectCreate(chartid,objectnamey,OBJ_HLINE,0,0,objectprice); ObjectSetString(chartid,objectnamey,OBJPROP_TEXT,objectprice); ObjectSetInteger(chartid,objectnamey,OBJPROP_COLOR,linecolor); ObjectSetInteger(chartid,objectnamey,OBJPROP_WIDTH,width); ObjectSetInteger(chartid,objectnamey,OBJPROP_ZORDER,zorder); ObjectSetInteger(chartid,objectnamey,OBJPROP_BACK,back); ObjectSetInteger(chartid,objectnamey,OBJPROP_SELECTED,selected); ObjectSetInteger(chartid,objectnamey,OBJPROP_SELECTABLE,selectable); ObjectSetString(0,objectnamey,OBJPROP_TEXT,descriptionn); } //end of code 
submitted by Learning_2 to Forex [link] [comments]

Former investment bank FX trader: Risk management part II

Former investment bank FX trader: Risk management part II
Firstly, thanks for the overwhelming comments and feedback. Genuinely really appreciated. I am pleased 500+ of you find it useful.
If you didn't read the first post you can do so here: risk management part I. You'll need to do so in order to make sense of the topic.
As ever please comment/reply below with questions or feedback and I'll do my best to get back to you.
Part II
  • Letting stops breathe
  • When to change a stop
  • Entering and exiting winning positions
  • Risk:reward ratios
  • Risk-adjusted returns

Letting stops breathe

We talked earlier about giving a position enough room to breathe so it is not stopped out in day-to-day noise.
Let’s consider the chart below and imagine you had a trailing stop. It would be super painful to miss out on the wider move just because you left a stop that was too tight.

Imagine being long and stopped out on a meaningless retracement ... ouch!
One simple technique is simply to look at your chosen chart - let’s say daily bars. And then look at previous trends and use the measuring tool. Those generally look something like this and then you just click and drag to measure.
For example if we wanted to bet on a downtrend on the chart above we might look at the biggest retracement on the previous uptrend. That max drawdown was about 100 pips or just under 1%. So you’d want your stop to be able to withstand at least that.
If market conditions have changed - for example if CVIX has risen - and daily ranges are now higher you should incorporate that. If you know a big event is coming up you might think about that, too. The human brain is a remarkable tool and the power of the eye-ball method is not to be dismissed. This is how most discretionary traders do it.
There are also more analytical approaches.
Some look at the Average True Range (ATR). This attempts to capture the volatility of a pair, typically averaged over a number of sessions. It looks at three separate measures and takes the largest reading. Think of this as a moving average of how much a pair moves.
For example, below shows the daily move in EURUSD was around 60 pips before spiking to 140 pips in March. Conditions were clearly far more volatile in March. Accordingly, you would need to leave your stop further away in March and take a correspondingly smaller position size.

ATR is available on pretty much all charting systems
Professional traders tend to use standard deviation as a measure of volatility instead of ATR. There are advantages and disadvantages to both. Averages are useful but can be misleading when regimes switch (see above chart).
Once you have chosen a measure of volatility, stop distance can then be back-tested and optimised. For example does 2x ATR work best or 5x ATR for a given style and time horizon?
Discretionary traders may still eye-ball the ATR or standard deviation to get a feeling for how it has changed over time and what ‘normal’ feels like for a chosen study period - daily, weekly, monthly etc.

Reasons to change a stop

As a general rule you should be disciplined and not change your stops. Remember - losers average losers. This is really hard at first and we’re going to look at that in more detail later.
There are some good reasons to modify stops but they are rare.
One reason is if another risk management process demands you stop trading and close positions. We’ll look at this later. In that case just close out your positions at market and take the loss/gains as they are.
Another is event risk. If you have some big upcoming data like Non Farm Payrolls that you know can move the market +/- 150 pips and you have no edge going into the release then many traders will take off or scale down their positions. They’ll go back into the positions when the data is out and the market has quietened down after fifteen minutes or so. This is a matter of some debate - many traders consider it a coin toss and argue you win some and lose some and it all averages out.
Trailing stops can also be used to ‘lock in’ profits. We looked at those before. As the trade moves in your favour (say up if you are long) the stop loss ratchets with it. This means you may well end up ‘stopping out’ at a profit - as per the below example.

The mighty trailing stop loss order
It is perfectly reasonable to have your stop loss move in the direction of PNL. This is not exposing you to more risk than you originally were comfortable with. It is taking less and less risk as the trade moves in your favour. Trend-followers in particular love trailing stops.
One final question traders ask is what they should do if they get stopped out but still like the trade. Should they try the same trade again a day later for the same reasons? Nope. Look for a different trade rather than getting emotionally wed to the original idea.
Let’s say a particular stock looked cheap based on valuation metrics yesterday, you bought, it went down and you got stopped out. Well, it is going to look even better on those same metrics today. Maybe the market just doesn’t respect value at the moment and is driven by momentum. Wait it out.
Otherwise, why even have a stop in the first place?

Entering and exiting winning positions

Take profits are the opposite of stop losses. They are also resting orders, left with the broker, to automatically close your position if it reaches a certain price.
Imagine I’m long EURUSD at 1.1250. If it hits a previous high of 1.1400 (150 pips higher) I will leave a sell order to take profit and close the position.
The rookie mistake on take profits is to take profit too early. One should start from the assumption that you will win on no more than half of your trades. Therefore you will need to ensure that you win more on the ones that work than you lose on those that don’t.

Sad to say but incredibly common: retail traders often take profits way too early
This is going to be the exact opposite of what your emotions want you to do. We are going to look at that in the Psychology of Trading chapter.
Remember: let winners run. Just like stops you need to know in advance the level where you will close out at a profit. Then let the trade happen. Don’t override yourself and let emotions force you to take a small profit. A classic mistake to avoid.
The trader puts on a trade and it almost stops out before rebounding. As soon as it is slightly in the money they spook and cut out, instead of letting it run to their original take profit. Do not do this.

Entering positions with limit orders

That covers exiting a position but how about getting into one?
Take profits can also be left speculatively to enter a position. Sometimes referred to as “bids” (buy orders) or “offers” (sell orders). Imagine the price is 1.1250 and the recent low is 1.1205.
You might wish to leave a bid around 1.2010 to enter a long position, if the market reaches that price. This way you don’t need to sit at the computer and wait.
Again, typically traders will use tech analysis to identify attractive levels. Again - other traders will cluster with your orders. Just like the stop loss we need to bake that in.
So this time if we know everyone is going to buy around the recent low of 1.1205 we might leave the take profit bit a little bit above there at 1.1210 to ensure it gets done. Sure it costs 5 more pips but how mad would you be if the low was 1.1207 and then it rallied a hundred points and you didn’t have the trade on?!
There are two more methods that traders often use for entering a position.
Scaling in is one such technique. Let’s imagine that you think we are in a long-term bulltrend for AUDUSD but experiencing a brief retracement. You want to take a total position of 500,000 AUD and don’t have a strong view on the current price action.
You might therefore leave a series of five bids of 100,000. As the price moves lower each one gets hit. The nice thing about scaling in is it reduces pressure on you to pick the perfect level. Of course the risk is that not all your orders get hit before the price moves higher and you have to trade at-market.
Pyramiding is the second technique. Pyramiding is for take profits what a trailing stop loss is to regular stops. It is especially common for momentum traders.

Pyramiding into a position means buying more as it goes in your favour
Again let’s imagine we’re bullish AUDUSD and want to take a position of 500,000 AUD.
Here we add 100,000 when our first signal is reached. Then we add subsequent clips of 100,000 when the trade moves in our favour. We are waiting for confirmation that the move is correct.
Obviously this is quite nice as we humans love trading when it goes in our direction. However, the drawback is obvious: we haven’t had the full amount of risk on from the start of the trend.
You can see the attractions and drawbacks of both approaches. It is best to experiment and choose techniques that work for your own personal psychology as these will be the easiest for you to stick with and build a disciplined process around.

Risk:reward and win ratios

Be extremely skeptical of people who claim to win on 80% of trades. Most traders will win on roughly 50% of trades and lose on 50% of trades. This is why risk management is so important!
Once you start keeping a trading journal you’ll be able to see how the win/loss ratio looks for you. Until then, assume you’re typical and that every other trade will lose money.
If that is the case then you need to be sure you make more on the wins than you lose on the losses. You can see the effect of this below.

A combination of win % and risk:reward ratio determine if you are profitable
A typical rule of thumb is that a ratio of 1:3 works well for most traders.
That is, if you are prepared to risk 100 pips on your stop you should be setting a take profit at a level that would return you 300 pips.
One needn’t be religious about these numbers - 11 pips and 28 pips would be perfectly fine - but they are a guideline.
Again - you should still use technical analysis to find meaningful chart levels for both the stop and take profit. Don’t just blindly take your stop distance and do 3x the pips on the other side as your take profit. Use the ratio to set approximate targets and then look for a relevant resistance or support level in that kind of region.

Risk-adjusted returns

Not all returns are equal. Suppose you are examining the track record of two traders. Now, both have produced a return of 14% over the year. Not bad!
The first trader, however, made hundreds of small bets throughout the year and his cumulative PNL looked like the left image below.
The second trader made just one bet — he sold CADJPY at the start of the year — and his PNL looked like the right image below with lots of large drawdowns and volatility.
Would you rather have the first trading record or the second?
If you were investing money and betting on who would do well next year which would you choose? Of course all sensible people would choose the first trader. Yet if you look only at returns one cannot distinguish between the two. Both are up 14% at that point in time. This is where the Sharpe ratio helps .
A high Sharpe ratio indicates that a portfolio has better risk-adjusted performance. One cannot sensibly compare returns without considering the risk taken to earn that return.
If I can earn 80% of the return of another investor at only 50% of the risk then a rational investor should simply leverage me at 2x and enjoy 160% of the return at the same level of risk.
This is very important in the context of Execution Advisor algorithms (EAs) that are popular in the retail community. You must evaluate historic performance by its risk-adjusted return — not just the nominal return. Incidentally look at the Sharpe ratio of ones that have been live for a year or more ...
Otherwise an EA developer could produce two EAs: the first simply buys at 1000:1 leverage on January 1st ; and the second sells in the same manner. At the end of the year, one of them will be discarded and the other will look incredible. Its risk-adjusted return, however, would be abysmal and the odds of repeated success are similarly poor.

Sharpe ratio

The Sharpe ratio works like this:
  • It takes the average returns of your strategy;
  • It deducts from these the risk-free rate of return i.e. the rate anyone could have got by investing in US government bonds with very little risk;
  • It then divides this total return by its own volatility - the more smooth the return the higher and better the Sharpe, the more volatile the lower and worse the Sharpe.
For example, say the return last year was 15% with a volatility of 10% and US bonds are trading at 2%. That gives (15-2)/10 or a Sharpe ratio of 1.3. As a rule of thumb a Sharpe ratio of above 0.5 would be considered decent for a discretionary retail trader. Above 1 is excellent.
You don’t really need to know how to calculate Sharpe ratios. Good trading software will do this for you. It will either be available in the system by default or you can add a plug-in.

VAR

VAR is another useful measure to help with drawdowns. It stands for Value at Risk. Normally people will use 99% VAR (conservative) or 95% VAR (aggressive). Let’s say you’re long EURUSD and using 95% VAR. The system will look at the historic movement of EURUSD. It might spit out a number of -1.2%.

A 5% VAR of -1.2% tells you you should expect to lose 1.2% on 5% of days, whilst 95% of days should be better than that
This means it is expected that on 5 days out of 100 (hence the 95%) the portfolio will lose 1.2% or more. This can help you manage your capital by taking appropriately sized positions. Typically you would look at VAR across your portfolio of trades rather than trade by trade.
Sharpe ratios and VAR don’t give you the whole picture, though. Legendary fund manager, Howard Marks of Oaktree, notes that, while tools like VAR and Sharpe ratios are helpful and absolutely necessary, the best investors will also overlay their own judgment.
Investors can calculate risk metrics like VaR and Sharpe ratios (we use them at Oaktree; they’re the best tools we have), but they shouldn’t put too much faith in them. The bottom line for me is that risk management should be the responsibility of every participant in the investment process, applying experience, judgment and knowledge of the underlying investments.Howard Marks of Oaktree Capital
What he’s saying is don’t misplace your common sense. Do use these tools as they are helpful. However, you cannot fully rely on them. Both assume a normal distribution of returns. Whereas in real life you get “black swans” - events that should supposedly happen only once every thousand years but which actually seem to happen fairly often.
These outlier events are often referred to as “tail risk”. Don’t make the mistake of saying “well, the model said…” - overlay what the model is telling you with your own common sense and good judgment.

Coming up in part III

Available here
Squeezes and other risks
Market positioning
Bet correlation
Crap trades, timeouts and monthly limits

***
Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
submitted by getmrmarket to Forex [link] [comments]

Real Supply & Demand in FOREX with Precision Part Two

Real Supply & Demand in FOREX with Precision Part Two
So yesterday I created the first part to the 'post' Today I'll continue it.
All markets, equities, cars, widgets, groceries, bonds and even forex are driven by volume. Without volume there is no movement as it's the market maker to entice the trader to aggressively buy or sell based upon their sentiments of direction.
So let's first put into perspective market sentiment and what it is for this posts purpose.
Sentiment is the psychological pressure of trader expectations in movement. It's visible through intermarket analysis and even some indexes when the indexes are properly cross referenced. But sentiment is visible even when candles stop their climb or when buying pressure supports the prices on an attempt to move lower. What comes after sentiment builds it's pressure is the path of least resistance and that's really what the markets are doing. Following the path of least resistance with volume as the rivers boundaries.
Volume in foreign exchange is real.
Retail traders think that because the market is decentralized that volume isn't available. Well, the broker you connect to, and the prime broker or bank that they connect to, they source their pricing with risk management modules by analyzing aggregated volume. Aggregation is a grouping of FX liquidity streams (that all include volume levels) into one hub of liquidity housed inside a limit order book. Volume is not made available to you though. It's the playground of the banks and if you're going to have access to a tool that allows the masses to dilute their returns do you think they would let you have it freely? Nope! They would though lobby for laws (Dodd-Frank, FIFO etc etc come to mind here) they all make it more difficult for you to trade!!!! Opacity!!! But volume is very real, it only needs proper aggregation!
So how do we find valuable opportunities when studying the charts? First off, if you study the charts alone you're doing yourself a great disservice! EURUSD in any time frame is just a representation of a relationship between two currencies. You need to study the value of the underlying currencies!
What that provides you is precision entries. Let's call the entry on Candle 12 (an arbitrary number). On candle 12 you see USDCHF spike higher, that would indicate that EURUSD is going to drop 96% of the time! Oh a little insight! So you take a position short EURUSD on candle 12 in expectation that the relationship between the two currencies is going to go lower because of the strength in the Dollar.
But remember, exchange rate fluctuation is the path of least resistance. So at the point where you have found your entry short in EURUSD, there is the opposite consideration. What if I am wrong? What it if goes the other way? At what price would it show me the opposite direction and how long do I have to wait to confirm a reversal? Candle 12 is magical. It tells you what you need. You see, in ALL instances, extremes high or lows of charts are seen by changes in what's called bid/ask bounce. When bid ask bounce is breached it's giving you sentiment, volume and price all shifting directions. If candle 12 is the candle short, then the high immediately prior to candle 12 is your reversal point!
I guarantee you this is the intersection of buyers and sellers, and when one defeats the other the market changes direction. This is true for all of the entries here, if price reversed before it reached a profitable exit then the reverse would in fact be at the opposite extreme prior to the entry candle.
So we go back and visit the adage buy low/sell high but what happens in between? Proper analysis is an active participation. And just as your analysis says you should buy or sell, your analysis should also tell you how the market is reacting in the middle. If there's no change or breach in bid/ask bounce the trend is still moving.
In the attached chart. When an entry signal is confirmed, the immediate high or low prior to that entry becomes the exact reversal point. (I have circled them in yellow) In most of the opportunities shown that stop loss is a mere 2.2 pips away from the entry price and there are no reversals that were required and all signals were profitably identified. No I did not trade them, this is live analysis that runs continually. Of all the signals there is ONE blue X in the center region of the chart that almost gave a sell signal but price pressures remained in tact and thus bullish. The analysis identifies over 100 pips in movement within a range of 35 pips overall. And none of it with lagging analysis.
With proper analysis, you can maximize your returns by comprehensively understanding all market conditions. You'll minimize your losing trades to negligible frequencies, your gains will be maximized and you'll see precisely how the market moves, turns, breathes and follows the path of least resistance.
Now my purpose here is to develop market transparency for the little guy. Sure my posts attract trolls because the trolls have been burned by their own trading ignorance. So they attack those that strive for and deliver something better, in fact most of them don't know how to trade to save their life and that's their anger. I could show you a few of them who have had accounts with companies I advise or am principal of - but there are privacy rights to respect. Do I do this free? On here of course. Is it a business? I've spent over a million dollars in just research, but when I experienced how expensive it was to obtain true transparency I knew there were benefits to providing this information to retail traders.
https://preview.redd.it/367rn2d6p3s51.jpg?width=1345&format=pjpg&auto=webp&s=e99e1604a078b6aa0916f32be91ce16bc5196320
submitted by iTradeSocial to u/iTradeSocial [link] [comments]

Forex Trading Basics Reddit - Forex Glossary Terms For Beginners

Forex Trading Basics Reddit - Forex Glossary Terms For Beginners

What is Forex - Terminology

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The FOREX market is the largest financial market in the world. On a daily basis, trillions of dollars are traded in different currencies around the world.
Being FOREX the basis for international capital transactions, its liquidity and volume are much greater than any other financial market. It is estimated that the average volume traded by the world's largest stock exchange, the New York Stock Exchange (NYSE) in a full month, is equal to the volume traded daily in the Forex currency market. In addition, it is estimated that this volume will increase by 25% annually.
80% of transactions are between the US dollar (USD), the euro (EUR), the yen (JPY), the British pound (GBP), the Swiss franc (CHF), and the Australian dollars (AUD) and Canadian (CAD).

What is traded in the Forex market?

We could just say that money. Trading in FOREX simultaneously involves buying one currency (for example euros) and selling another (for example US dollars). These simultaneous purchase and sale operations are carried out through online brokers. Operations are specified in pairs; for example the euro and the dollar (EUR / USD) or the pound sterling and the Yen (GBP / JPY).
These types of transactions can be somewhat confusing at first since nothing is being purchased physically. Basically, each currency is tied to the economy of its respective country and its value is a direct reflection of people's perception of that economy. For example, if there is a perception that the economy in Japan is going to weaken, the Yen is likely to be devalued against other currencies. In other words, people are going to sell Yen and they are going to buy currencies from countries where the economy is or will be better than Japan.
In general, the exchange of one currency for another reflects the condition of the health of the economy of that country with respect to the health of the economy of other countries.
Unlike other financial markets such as the stock market, the currency market does not have a fixed location like the largest exchanges in the world. These types of markets are known as OTC (Over The Counter). Transactions take place independently around the world, mainly over the Internet, and prices can vary from place to place.
Due to its decentralized nature, the foreign exchange market is operated 24 hours a day from Monday to Friday.
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Forex Trading Basics - Basic Forex Terminology

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As with any new skill that is learned, it is also necessary to learn its terminology. There are certain terms that you must know before you start trading Forex. Here are the main ones.

• Major and minor currencies

The 8 most widely used currencies (USD, EUR, JPY, GBP, CHF, CAD, NZD, and AUD) are known as “ major currencies ”. All other currencies are called " minor currencies ." You don't need to worry about minor currencies, as you probably won't start trading them for now. The USD, EUR, JPY, GBP, and CHF currencies are the most popular and most liquid currencies on the market.

• Base currency

The base currency is the first currency in any currency pair. It shows how much the base currency is worth against the second currency. For example, if the USD / CHF has a rate of 1.6350, it means that 1 USD is worth 1.6350 CHF. In the forex market, the US dollar is in many cases the base currency to make quotes, the quotes are expressed in units of $ 1 on the other currency of the pair.
In some other pairs, the base currency is the British pound, the euro, the Australian dollar, or the New Zealand dollar.

• Quoted currency

The quote currency is the second currency in the currency pair. This is often referred to as a "pip-currency" and any unrealized gains or losses are expressed in this currency.

• Pip

A pip is the smallest unit of the price of any currency. Almost all currencies consist of 5 significant digits and most pairs have the decimal point immediately after the first digit. For example EUR / USD = 1.2538, in this case, a pip is the smallest change in the fourth decimal space, which is, 0.0001.
A notable exception is the USD / JPY pair where the pip equals $ 0.01.

• Purchase price (bid)

The buying price (bid) is the price at which the market is ready to buy a specific currency in the Forex market. At this price, one can sell the base currency. The purchase price is displayed on the left side.
For example, in GBP / USD = 1.88112 / 15, the selling price is 1.8812. This means that you can sell a GPB for $ 1.8812.

• Sale Price (ask)

The asking price is the price at which the market is ready to sell a specific currency pair in the Forex market. At this price, you can buy the base currency. The sale price is displayed on the right-hand side.
For example, at EUR / USD = 1.2812 / 15, the selling price here is 1.2815. This means that you can buy one euro for $ 1.2815. The selling price is also called the bid price.

• Spread

All Forex quotes include two prices, the bid (offer) and the ask (demand).
The bid is the price at which the broker is willing to buy the base currency in exchange for the quoted currency. This means that the bid is the price at which you can sell.
The ask is the price at which the broker is willing to sell the base currency in exchange for the quoted currency. This means that the ask is the price at which you will buy. The difference between the bid and the ask is popularly known as the spread and is the consideration that the online broker receives for its services.

• Transaction costs

The transaction cost, which could be said to be the same as the Spread, is calculated as: Transaction Cost = Ask - Bid. It is the number of pips that are paid when opening a position. The final amount also depends on the size of the operation.
It is important to note that depending on the broker and the volatility, the difference between the ask and the bid can increase, making it more expensive to open a trade. This generally happens when there is a lot of volatility and little liquidity, as happens during the announcement of some relevant economic data.

• Cross currency

A cross-currency is any pair where one of the currencies is the US dollar (USD). These pairs show an erratic price behavior when the operator opens two operations in US dollars. For example, opening a long trade to buy EUR / GPB is equivalent to buying EUR / USD and selling GPB / USD. Cross-currency pairs generally carry a higher transaction cost.

• Margin

When you open a new account margin with a Forex broker, you must deposit a minimum amount of money to your broker. This minimum varies depending on each broker and can be as low as € / $ 100 at higher amounts.
Each time a new trade is executed a percentage of your account margin balance will be the initial margin required for a new trade based on the underlying currency pair, current price, and the number of units (or lots) of the trade. .
For example, let's say you open a mini account which gives you a leverage of 1: 200 or a margin of 0.5%. Mini accounts work with mini lots. Suppose a mini lot equals $ 10,000. If you are about to open a mini lot, instead of having to invest $ 10,000, you will only need $ 50 ($ 10,000 x 0.5% = $ 50).

• Leverage

Leverage is the ratio of the capital used in a transaction to the required deposit. It is the ability to control large amounts of dollars with relatively less capital. Leverage varies drastically depending on the broker, it can go from 1: 2 to even 1: 2000. The most common level of leverage in Forex can currently be around 1: 200.

• Margin + leverage = dangerous combination

Trading currencies on margin allows you to increase your buying power. This means that if you have $ 5,000 in account margin that allows you a 1: 100 leverage, you can then buy $ 500,000 in foreign exchange as you only have to invest a percentage of the purchase price. Another way of saying this is that you have $ 500,000 in purchasing power.
With more purchasing power you can greatly increase your potential profits without an outlay of cash. But be careful, working with a high margin increases your profits but also your losses if the trade does not progress in your favor.
>>> Forex Signals With Unbeatable Performance: Verified Forex Results And 5° Rated On Investing.com |Free Forex Signals Trial: CLICK HERE TO JOIN FOR FREE
submitted by kayakero to makemoneyforexreddit [link] [comments]

Trading economic news

The majority of this sub is focused on technical analysis. I regularly ridicule such "tea leaf readers" and advocate for trading based on fundamentals and economic news instead, so I figured I should take the time to write up something on how exactly you can trade economic news releases.
This post is long as balls so I won't be upset if you get bored and go back to your drooping dick patterns or whatever.

How economic news is released

First, it helps to know how economic news is compiled and released. Let's take Initial Jobless Claims, the number of initial claims for unemployment benefits around the United States from Sunday through Saturday. Initial in this context means the first claim for benefits made by an individual during a particular stretch of unemployment. The Initial Jobless Claims figure appears in the Department of Labor's Unemployment Insurance Weekly Claims Report, which compiles information from all of the per-state departments that report to the DOL during the week. A typical number is between 100k and 250k and it can vary quite significantly week-to-week.
The Unemployment Insurance Weekly Claims Report contains data that lags 5 days behind. For example, the Report issued on Thursday March 26th 2020 contained data about the week ending on Saturday March 21st 2020.
In the days leading up to the Report, financial companies will survey economists and run complicated mathematical models to forecast the upcoming Initial Jobless Claims figure. The results of surveyed experts is called the "consensus"; specific companies, experts, and websites will also provide their own forecasts. Different companies will release different consensuses. Usually they are pretty close (within 2-3k), but for last week's record-high Initial Jobless Claims the reported consensuses varied by up to 1M! In other words, there was essentially no consensus.
The Unemployment Insurance Weekly Claims Report is released each Thursday morning at exactly 8:30 AM ET. (On Thanksgiving the Report is released on Wednesday instead.) Media representatives gather at the Frances Perkins Building in Washington DC and are admitted to the "lockup" at 8:00 AM ET. In order to be admitted to the lockup you have to be a credentialed member of a media organization that has signed the DOL lockup agreement. The lockup room is small so there is a limited number of spots.
No phones are allowed. Reporters bring their laptops and connect to a local network; there is a master switch on the wall that prevents/enables Internet connectivity on this network. Once the doors are closed the Unemployment Insurance Weekly Claims Report is distributed, with a heading that announces it is "embargoed" (not to be released) prior to 8:30 AM. Reporters type up their analyses of the report, including extracting key figures like Initial Jobless Claims. They load their write-ups into their companies' software, which prepares to send it out as soon as Internet is enabled. At 8:30 AM the DOL representative in the room flips the wall switch and all of the laptops are connected to the Internet, releasing their write-ups to their companies and on to their companies' partners.
Many of those media companies have externally accessible APIs for distributing news. Media aggregators and squawk services (like RanSquawk and TradeTheNews) subscribe to all of these different APIs and then redistribute the key economic figures from the Report to their own subscribers within one second after Internet is enabled in the DOL lockup.
Some squawk services are text-based while others are audio-based. FinancialJuice.com provides a free audio squawk service; internally they have a paid subscription to a professional squawk service and they simply read out the latest headlines to their own listeners, subsidized by ads on the site. I've been using it for 4 months now and have been pretty happy. It usually lags behind the official release times by 1-2 seconds and occasionally they verbally flub the numbers or stutter and have to repeat, but you can't beat the price!
Important - I’m not affiliated with FinancialJuice and I’m not advocating that you use them over any other squawk. If you use them and they misspeak a number and you lose all your money don’t blame me. If anybody has any other free alternatives please share them!

How the news affects forex markets

Institutional forex traders subscribe to these squawk services and use custom software to consume the emerging data programmatically and then automatically initiate trades based on the perceived change to the fundamentals that the figures represent.
It's important to note that every institution will have "priced in" their own forecasted figures well in advance of an actual news release. Forecasts and consensuses all come out at different times in the days leading up to a news release, so by the time the news drops everybody is really only looking for an unexpected result. You can't really know what any given institution expects the value to be, but unless someone has inside information you can pretty much assume that the market has collectively priced in the experts' consensus. When the news comes out, institutions will trade based on the difference between the actual and their forecast.
Sometimes the news reflects a real change to the fundamentals with an economic effect that will change the demand for a currency, like an interest rate decision. However, in the case of the Initial Jobless Claims figure, which is a backwards-looking metric, trading is really just self-fulfilling speculation that market participants will buy dollars when unemployment is low and sell dollars when unemployment is high. Generally speaking, news that reflects a real economic shift has a bigger effect than news that only matters to speculators.
Massive and extremely fast news-based trades happen within tenths of a second on the ECNs on which institutional traders are participants. Over the next few seconds the resulting price changes trickle down to retail traders. Some economic news, like Non Farm Payroll Employment, has an effect that can last minutes to hours as "slow money" follows behind on the trend created by the "fast money". Other news, like Initial Jobless Claims, has a short impact that trails off within a couple minutes and is subsequently dwarfed by the usual pseudorandom movements in the market.
The bigger the difference between actual and consensus, the bigger the effect on any given currency pair. Since economic news releases generally relate to a single currency, the biggest and most easily predicted effects are seen on pairs where one currency is directly effected and the other is not affected at all. Personally I trade USD/JPY because the time difference between the US and Japan ensures that no news will be coming out of Japan at the same time that economic news is being released in the US.
Before deciding to trade any particular news release you should measure the historical correlation between the release (specifically, the difference between actual and consensus) and the resulting short-term change in the currency pair. Historical data for various news releases (along with historical consensus data) is readily available. You can pay to get it exported into Excel or whatever, or you can scroll through it for free on websites like TradingEconomics.com.
Let's look at two examples: Initial Jobless Claims and Non Farm Payroll Employment (NFP). I collected historical consensuses and actuals for these releases from January 2018 through the present, measured the "surprise" difference for each, and then correlated that to short-term changes in USD/JPY at the time of release using 5 second candles.
I omitted any releases that occurred simultaneously as another major release. For example, occasionally the monthly Initial Jobless Claims comes out at the exact same time as the monthly Balance of Trade figure, which is a more significant economic indicator and can be expected to dwarf the effect of the Unemployment Insurance Weekly Claims Report.
USD/JPY correlation with Initial Jobless Claims (2018 - present)
USD/JPY correlation with Non Farm Payrolls (2018 - present)
The horizontal axes on these charts is the duration (in seconds) after the news release over which correlation was calculated. The vertical axis is the Pearson correlation coefficient: +1 means that the change in USD/JPY over that duration was perfectly linearly correlated to the "surprise" in the releases; -1 means that the change in USD/JPY was perfectly linearly correlated but in the opposite direction, and 0 means that there is no correlation at all.
For Initial Jobless Claims you can see that for the first 30 seconds USD/JPY is strongly negatively correlated with the difference between consensus and actual jobless claims. That is, fewer-than-forecast jobless claims (fewer newly unemployed people than expected) strengthens the dollar and greater-than-forecast jobless claims (more newly unemployed people than expected) weakens the dollar. Correlation then trails off and changes to a moderate/weak positive correlation. I interpret this as algorithms "buying the dip" and vice versa, but I don't know for sure. From this chart it appears that you could profit by opening a trade for 15 seconds (duration with strongest correlation) that is long USD/JPY when Initial Jobless Claims is lower than the consensus and short USD/JPY when Initial Jobless Claims is higher than expected.
The chart for Non Farm Payroll looks very different. Correlation is positive (higher-than-expected payrolls strengthen the dollar and lower-than-expected payrolls weaken the dollar) and peaks at around 45 seconds, then slowly decreases as time goes on. This implies that price changes due to NFP are quite significant relative to background noise and "stick" even as normal fluctuations pick back up.
I wanted to show an example of what the USD/JPY S5 chart looks like when an "uncontested" (no other major simultaneously news release) Initial Jobless Claims and NFP drops, but unfortunately my broker's charts only go back a week. (I can pull historical data going back years through the API but to make it into a pretty chart would be a bit of work.) If anybody can get a 5-second chart of USD/JPY at March 19, 2020, UTC 12:30 and/or at February 7, 2020, UTC 13:30 let me know and I'll add it here.

Backtesting

So without too much effort we determined that (1) USD/JPY is strongly negatively correlated with the Initial Jobless Claims figure for the first 15 seconds after the release of the Unemployment Insurance Weekly Claims Report (when no other major news is being released) and also that (2) USD/JPY is strongly positively correlated with the Non Farms Payroll figure for the first 45 seconds after the release of the Employment Situation report.
Before you can assume you can profit off the news you have to backtest and consider three important parameters.
Entry speed: How quickly can you realistically enter the trade? The correlation performed above was measured from the exact moment the news was released, but realistically if you've got your finger on the trigger and your ear to the squawk it will take a few seconds to hit "Buy" or "Sell" and confirm. If 90% of the price move happens in the first second you're SOL. For back-testing purposes I assume a 5 second delay. In practice I use custom software that opens a trade with one click, and I can reliably enter a trade within 2-3 seconds after the news drops, using the FinancialJuice free squawk.
Minimum surprise: Should you trade every release or can you do better by only trading those with a big enough "surprise" factor? Backtesting will tell you whether being more selective is better long-term or not.
Hold time: The optimal time to hold the trade is not necessarily the same as the time of maximum correlation. That's a good starting point but it's not necessarily the best number. Backtesting each possible hold time will let you find the best one.
The spread: When you're only holding a position open for 30 seconds, the spread will kill you. The correlations performed above used the midpoint price, but in reality you have to buy at the ask and sell at the bid. Brokers aren't stupid and the moment volume on the ECN jumps they will widen the spread for their retail customers. The only way to determine if the news-driven price movements reliably overcome the spread is to backtest.
Stops: Personally I don't use stops, neither take-profit nor stop-loss, since I'm automatically closing the trade after a fixed (and very short) amount of time. Additionally, brokers have a minimum stop distance; the profits from scalping the news are so slim that even the nearest stops they allow will generally not get triggered.
I backtested trading these two news releases (since 2018), using a 5 second entry delay, real historical spreads, and no stops, cycling through different "surprise" thresholds and hold times to find the combination that returns the highest net profit. It's important to maximize net profit, not expected value per trade, so you don't over-optimize and reduce the total number of trades taken to one single profitable trade. If you want to get fancy you can set up a custom metric that combines number of trades, expected value, and drawdown into a single score to be maximized.
For the Initial Jobless Claims figure I found that the best combination is to hold trades open for 25 seconds (that is, open at 5 seconds elapsed and hold until 30 seconds elapsed) and only trade when the difference between consensus and actual is 7k or higher. That leads to 30 trades taken since 2018 and an expected return of... drumroll please... -0.0093 yen per unit per trade.
Yep, that's a loss of approx. $8.63 per lot.
Disappointing right? That's the spread and that's why you have to backtest. Even though the release of the Unemployment Insurance Weekly Claims Report has a strong correlation with movement in USD/JPY, it's simply not something that a retail trader can profit from.
Let's turn to the NFP. There I found that the best combination is to hold trades open for 75 seconds (that is, open at 5 seconds elapsed and hold until 80 seconds elapsed) and trade every single NFP (no minimum "surprise" threshold). That leads to 20 trades taken since 2018 and an expected return of... drumroll please... +0.1306 yen per unit per trade.
That's a profit of approx. $121.25 per lot. Not bad for 75 seconds of work! That's a +6% ROI at 50x leverage.

Make it real

If you want to do this for realsies, you need to run these numbers for all of the major economic news releases. Markit Manufacturing PMI, Factory Orders MoM, Trade Balance, PPI MoM, Export and Import Prices, Michigan Consumer Sentiment, Retail Sales MoM, Industrial Production MoM, you get the idea. You keep a list of all of the releases you want to trade, when they are released, and the ideal hold time and "surprise" threshold. A few minutes before the prescribed release time you open up your broker's software, turn on your squawk, maybe jot a few notes about consensuses and model forecasts, and get your finger on the button. At the moment you hear the release you open the trade in the correct direction, hold it (without looking at the chart!) for the required amount of time, then close it and go on with your day.
Some benefits of trading this way: * Most major economic releases come out at either 8:30 AM ET or 10:00 AM ET, and then you're done for the day. * It's easily backtestable. You can look back at the numbers and see exactly what to expect your return to be. * It's fun! Packing your trading into 30 seconds and knowing that institutions are moving billions of dollars around as fast as they can based on the exact same news you just read is thrilling. * You can wow your friends by saying things like "The St. Louis Fed had some interesting remarks on consumer spending in the latest Beige Book." * No crayons involved.
Some downsides: * It's tricky to be fast enough without writing custom software. Some broker software is very slow and requires multiple dialog boxes before a position is opened, which won't cut it. * The profits are very slim, you're not going to impress your instagram followers to join your expensive trade copying service with your 30-second twice-weekly trades. * Any friends you might wow with your boring-ass economic talking points are themselves the most boring people in the world.
I hope you enjoyed this long as fuck post and you give trading economic news a try!
submitted by thicc_dads_club to Forex [link] [comments]

forex trading books

A forex broker, also known as a forex broker, or Retail Forex Their clients to access accounts and transaction through computer applications and platforms. A broker in the past was considered a single member of a profession and often worked at a unique agency called a brokerage house (or even merely a broker ). Commodities, derivatives and even insurance and property markets since the beginning of the modern era. And by phone , most brokers operated until the dawn of the internet age. Brokers would buy and sell, and clients can phone in their orders of transactions assets on behalf of the client's accounts. A concept for modern individual dealers is forex. Were much bigger, participants at the interdealer market were ready to Traditionally, foreign exchange has been traded on the interbank market by larger clients such as importers, exporters, banks and corporations who must trade currencies for industrial purposes and hedging from currency risks that were global. Forex is forex that is traded through traders, often Electronic Broking Services (EBS) system best top forex brokers.
The brokerages Could provide Around the year 2000, retail agents began offering online An intermediary who buys and sells assets to get a commission or a specific asset is meant by in commercial and financial trading, currency trading agent. Therefore, a broker may be considered as a salesman of assets. The source of this term is uncertain, though it is considered to stem from older French.Frequently taking another side of a trade in order to offer liquidity for traders. Before the emergence of forex brokerages, individual trading amounts less than US$1 million were discouraged from entering the market by spreads that are large. Accounts to investors, streaming costs from the and banks Brokers And Dealers Retail forex brokers allow traders Are higher for clients than they are in the interdealer By investors or smaller. These companies are also known by the term"retail aggregators." Retail forex trading started to become popularised in the late 1990s with the development of financial trading. Into company, dealers and retail forex brokers went at that time to allow smaller dealers to get into markets that were formerly limited to large scale companies and institutions forex bonus.
Retail forex brokerages act in the role of dealers, Market, but they have been found to narrow as trading volume climbs. [4] The interdealer market, which will be dominated by banks. Since the transaction volumes Service by bundling many small trades together and strengthening them in Account with a limited amount of assets and let them trade online via internet-based trading platforms. Forex is done through the spot currency market, although some agents deal in derivative products such as options and futures. Forex trading has been popularised among individual traders since brokers have offered them the chance to trade with margin accounts. These enable traders to efficiently forex trading tips capital to make a transaction, and multiply the main they use to trade by large amounts, up to 50 times their initial capital. [3] Provide liquidity for the brokers' rates that are accessible. Bid-ask spreads.
submitted by usamaali5050 to u/usamaali5050 [link] [comments]

A random guide for scalping - Part V - Understanding Intraday Liquidity

Hi there guys,
Welcome back to my weekly rants. Decided to add some info that should be pretty useful to your daily trading, thanks to the comments of u/Neokill1 and u/indridcold91.
If you have not read the rest of the series, I recommend you take your time and read those before continuing with this piece (check my user activity and scroll down...)
This rant is based on this little comment I posted on the last post:
Price moves because of the imbalance between buying and selling. This happens all the time. Price move where liquidity is, and that seeking of liquidity makes the price to go up and down.
Why price extends on a particular direction? Because longer term players decide it.
So the idea behind what I'm writing about is to follow that longer-term trend, taking advantage of a counter-trend wave that is looking for intra-day liquidity. If I'm bullish on the week, I want to pair my buying with intra-day selling. Because I expect longer-term traders to push price by buying massively. And instead of riding a big wave, I want to ride that push and get out before it retraces.
And also answers to this: why for example would it make sense to draw support/resistance lines on a EUUSD chart? Why would anyone "support" the price of a spread? What are you predicting to happen by drawing those lines, that someone will exchange their currency there simply because it's the same price they exchanged it for in the past and that number is special to them?
A good question that deserves an answer
That question is a pretty good one, and one any trader worth of that name should ask himself why. Why price reacts the way it does? Why price behaves in predetermined ways? Why if I draw a line or area on specific candle places, I expect the price to react?
And the answer is simple and at the same time kinda complicated and fascinating. Why price rallies and rallies andd rallies and then suddenly it stops at a point ,and reverses? . The answer is , because there are sellers at that point. There is liquidity there. There is people at that point that decided it was worth to sell enough to reverse that rally.
All the market does is to put together buyers and sellers. If you want to buy something at some price, someone must agree with you. If no ones agrees, then you will have to offer more. When buyers and sellers agree on similar terms, price is stable. Buying and selling happens on a tight range, because both consider that particular price range worth.
But then, perhaps, someone wants to buy big. And there are not enough sellers. This big boy will dry the available liquidity , and it is hungry for more. So price will move from a balanced state to an imbalanced state. This imbalance in volume between buyers and sellers will cause the price to move up, taking all available liquidity till the monster is satiated. Then the exhaustion of bids, or buying, will cause the price to reverse to a point where buying interest is back.
The same applies for selling activity. The main take away you should get from this is simply that the market keeps moving from balance to imbalance to balance to imbalance all the time. And the points where the big bois deploy this activity of buying , of selling, of protecting levels, of slowly entering the markets, are mostly predetermined. Surprised? Most of the institutional activity happens at : 00 ,20, 50 and 80 levels.
So why drawing a line makes sense? It makes sense because when price stalls at some point, is because sellers or buyers stepped in and stopped the movement. Its a level where something interesting is happening.
It's a level where liquidity was present, and the question is, what is going to happen the next time price touches the area? Is someone stepping in to buy or sell at this point? Or perharps the first touch dried the liquidity, and there is nothing preventing price from going up again??
Lets see a real example of a trade I took today on GBPUSD, where I analyze step by step the balance and imbalance of the market liquidity in real time at those levels. The only way to see this is usingfutures. Because forex is a decentralized market and blah blah blah, and futures are centralized so you can see the volume, the limit orders through the DOM and blah blah blah....
So first things first, read well this articule : https://optimusfutures.com/tradeblog/archives/order-flow-trading
Understand well what is said there. Take it easy. Take your time. And then come back to me.
If you have followed my work, you know how I like to ride the market. I want a retracement on the most liquid moment in the market - the NY-London Overlap, and I need a daily BIAS on the pair.
For today, I'm bullish on the GBPUSD.
So lets check the pics.
https://imgur.com/a/kgev9lT
The areas you see marked on the 30 min charts are based on the price relationships that happened last Friday. As you can see, those areas are always in a place where price stalled, retraced, pushed through,came back to the area and reacted in some way. Are those black magic? Why price reacts so smoothly today on them? Ah you Criptochihuahua, this is 20/20 insight, you are lying....
Those points are marked before today's open, simply because of the price relationship I described earlier. And if you remember the earlier rant, price stalls in there because sellers or buyers were present.
So I would expect that the levels are still interesting, and we should be watching carefully how price reacts in real time.
Now, today I got at 1.2680 and got out at 1.2725. Let's check the 2nd pic, keep following the narrative with your own charts.
What you are seeing is the first touch at the big figure with the total volume chart, and the bid/ask order flow chart. You can see how the price is pulled toward that level through the exhaustion of offers being filled. You can see how exactly they are depleted at 15:51. Why? Because at the next min, you can see how there are no offers being filled, compared to the bids.
Remember, when offers are getting filled , price pulls up. When the bids are predominantly being filled, price is pulled down.
And also take a look on the volume. This is key. If an imbalance is to happen, is because there should be a huge difference between bids and asks. Good volume on such a level, good sign. Price hugging the level without good volume, the level will most likely be broken.
Look at the next pic. See the price behavior in combination with the volume? Price is hugging the level on low volume. Great signal. That means the level is not that greatly defended, at this point.
What are we looking for? We are looking for the bids to be exhausted at our next level with a good volume reaction. Watch what happens.
Next pic is our retracement , and we are watching carefully. And look at that beauty. Do you see the volume? Do you see the bids exhaustion? Do you see how the market orders are getting absorbed by the limit orders at that point? Someone does not want the price to go down. Price jumps as a result. It does not huge the level. Do you see? I'm all in, I want to take part of this trade.
But wait, there is more.... look at the next pic, because you yet have another opportunity to get into this train.... at 17:23.. Even a bigger reaction, while on the other side.... we got more hugging...
No more pics for today. You see what happens next. The level gets broken and price rallies to take the previous day high. Trade was a success.
So I hope this added some value, and explained why drawing lines is useful, and how levels are indeed defended.
P.S - I lied: Extra Pic, you got a VWAP chart with Standard Deviations. You can see how the pullback nicely fits in our long framework as well and adds confluence to the trade. Research about this :)
submitted by Cryptochihuahua to Forex [link] [comments]

Have I understood ask & bids correctly?

I'm somewhat new to forex and I wanted to double check that I've accurately squared something away in my head. It concerns the basics of bids and asks.
Is the following correct?
Say I want to buy a given currency at the current time, I'm offered an ask and a bid price. Since I'm buying I will purchase at the ask price (as bid and ask are from broker's perspective, right?). Sometime later, hopefully when the price has risen by at least as many pips as the spread (so as to not lose money), I will be selling my position (and this is the bit I find confusing). Since I'm now reversing by buying position I'm now selling so am I correct in thinking that it's the bid price that is now relevant and I can exit my position based on whatever bid the broker is now offering? If I was initially selling, would the opposite apply?
The above is what I would have thought was the case, but I've realised I'm not entirely sure as it's conceivably possible that the bids could go on being relevant for the buyers and the asks for the sellers. I'm not quite sure how the broker makes money in that case though, so the way I've laid it out above before seems right to me.
submitted by pelicano87 to Forex [link] [comments]

forex trader jobs

Were much larger, participants in the interdealer market Retail forex is forex That's traded through traders Market, but they have been discovered to narrow as trading volume rises. [4] By individual or smaller investors. These firms are also known by the term"retail aggregators." Forex trading started to become popularised in the late 1990s with the development of trading. Into business, traders and retail forex brokers went at that time to allow traders to get into markets that were previously limited to companies and financial institutions. The role of the agent has commonly been found in equities, Account with a limited amount of resources and let them trade online through internet-based trading platforms. Most trading is done through the spot foreign exchange market, although some agents deal in products such as futures and options. Forex trading has been popularised among different traders since brokers have given them the opportunity to trade with margin accounts forex bonus. These allow traders to borrow capital to make a transaction, and multiply the main that they use to trade by large amountsup to 50 times their initial capital. [3]Are higher for retail clients than they are at the interdealer The interdealer market, that will be dominated by banks.
Since the transaction volumes Traditionally, bigger clients such as importers, exporters, banks and corporations who must exchange currencies for commercial purposes and hedging against currency risks have traded on the interbank market foreign exchange. Most retail forex brokerages act in the role of traders, Commodities, even insurance and derivatives and property markets since the beginning of the modern age. And until the dawn of the era , most brokers run by phone. Clients could phone in their orders of trades, and agents would purchase and sell resources on behalf of their customer's accounts for a commission. Brokers And Dealers Around the year 2000, retail brokers began offering online Provide liquidity for your agents' prices. Bid-ask spreads Taking another side of a commerce so as to provide liquidity for dealers. Brokers make money with this activity by charging a small fee through a bid-ask spread. Before the emergence of forex brokerages, individual trading figures less than US$1 million have been discouraged from entering the market by large bid-ask spreads forex trading tips.
A forex broker, also known as a forex broker, or Their clients to access trade through digital platforms and computer applications and accounts. A broker previously was considered an individual member of a profession and frequently worked in a unique agency called a brokerage house (or merely a broker ). These days, the term"broker" is frequently used as shorthand for a brokerage. Accounts to personal investors, streaming prices from the and leading banks A key concept for contemporary individual traders is retail forex. Retail Forex Service by bundling many smallish trades together and strengthening them in In modern commercial and financial trading, currency trading broker signifies that an forex expert advisor intermediary who buys and sells assets for a commission or a particular asset. Therefore, a broker could be thought of as a salesman of assets. The origin of the term is unclear, even though it is considered to stem from French. Retail forex brokers normally allow traders to Prepare an Electronic Broking Services (EBS) system. The brokerages Could provide
submitted by usamaali5050 to u/usamaali5050 [link] [comments]

hdfc forex card

A key concept for contemporary dealers is forex. Retail Forex Account with a limited amount of assets and allow them to trade online via trading platforms. Most trading is done through the spot foreign exchange market, although some brokers deal in derivative products such as options and futures. Forex trading has been popularised among individual traders because agents have given them the chance to trade with margin accounts. These allow traders to borrow capital to make a trade, and multiply the principal they use to exchange by large quantities up to 50 times their initial capital. [3] Were bigger, participants at the interdealer market were ready to Provide liquidity for the brokers' prices that are accessible. Bid-ask spreads A forex broker, also known as a retail best forex brokers or Around the year 2000, retail agents started offering online Market, but they have been discovered to narrow as trading volume rises. [4] Electronic Broking Services (EBS) system.
The brokerages Could provide Traditionally, foreign exchange has been traded on the interbank market by customers such as importers, exporters, banks and corporations who need to exchange currencies for industrial purposes and hedging from currency risks that were international. Retail forex agents allow traders to set up an Are higher for retail customers than they are at the interdealer Currency trading agent, in modern trading means an intermediary who purchases and sells a specific asset or assets for a commission. A broker may be thought of as a salesman of assets. The source of this term is uncertain, even though it is thought to stem from French. Brokers And Dealers Retail forex is forex best forex brokers in uk That's traded through dealers, often Commodities, derivatives and even insurance and real estate markets since the beginning of the modern era. And by phone agents operated before the dawn of the age. Agents would buy and sell, and clients can call in their orders of trades assets on behalf of their customer's accounts. Their customers to get accounts and transaction through computer applications and platforms. A broker previously was considered an individual member of a profession and often worked in a unique agency called a broker house (or even merely a brokerage).
Nowadays, the term"agent" is frequently used as shorthand for a broker. Accounts to investors, streaming costs from leading banks and the Often taking the other side of a commerce so as to provide liquidity for traders. Prior to the development of forex brokerages, trading that is human figures less than US$1 million were discouraged from entering the market by high bid-ask spreads. The interdealer market, which banks dominate. Since the trade volumes Most forex brokerages act in the role of brokers reviews traders, By smaller or individual investors. These firms are also known by the term"retail aggregators." Retail forex trading started to become popularised in the 1990s with the emergence of trading. At that moment, retail forex brokers and traders went into business to allow dealers to get into markets which were previously limited to businesses and institutions. Retail support by bundling many trades collectively and strengthening in them
submitted by usamaali5050 to u/usamaali5050 [link] [comments]

CFD Trading Platform: A Decentralized Financial Exchange for you

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Author: cytpoway121 https://bitcointalk.org/index.php?action=profile;u=2202709
submitted by cytpoway to Crypto_General [link] [comments]

Since I angered some Chads on /r/investing here's why I think China is the next "big short".

Fellow idiots,
I posted this comment which seems to have angered the highly sophisticated /investing community. I don't mind being downvoted but at least provide some counter arguments if you're going to be a dick. So in the pursuit of truth and tendies for all, I have prepared some juicy due diligence (DD) for WSB Capital on why China is on the verge of collapse.
TL;DR at the bottom.
Point 1: Defaults in China have been accelerating aggressively, and through July 2019, 274 real estate developers filed for bankruptcy, up 50% over last year. A bonus? Many Chinese state controlled banks have been filing for bankruptcy as well. Just google "china bank defaults" or something similar. Notice how many articles there are from 2019? When the banking system fails, everything else usually fails too.
Point 2: The RMB has depreciated significantly. Last time this happened, in 2015-2016, there was a significant outflow of foreign invested capital. According to the IIF, outflows reached $725bn due to the currency depreciation.. This time is different why again? I have heard some arguments why there will be less outflow this time, but I struggle to buy them.
Point 3: Despite wanting to operate like a developed economy, China still has not been able to shrug off the middle income trap. Their GDP per capita is comparable to countries we normally associated with being developing/emerging markets. Tangentially related to point 10.
Point 4: China is an export-dependent economy, with about 20% of their exports contributing towards their GDP. Less exporting means less GDP, less consumption (because businesses make less money, they pay people less, who in turn spend less), which has a greater effect on GDP than any declines in exports would have at face value. Guess what? Chinese exports dropped 1% in August, and August imports dropped -1%, marking the 5th month this year of negative m/m export growth..
Point 5: Business confidence has been weak in China - declining at a sustained pace worse than in 2015. When businesses feel worse, they spend less, invest less in fixed assets, hire less until they feel better about the future. Which takes me to my next point.
Point 6: Fixed asset investment in China has declined 30 percentage points since 2010. While rates are low, confidence is also low, and they are sitting on a record amount of leverage, which means they simply will not be able to afford additional investment.
Point 7: They are an extremely levered economy with a total debt to GDP ratio of over 300%, per the IIF, which also accounts for roughly 15% of global total fucking debt. Here's an interview with someone else talking about it too.
Point 8: Their central bank recently introduced a metric fuckton of stimulus into their economy. This will encourage more borrowing....add fuel to the fire. Moreover, the stimulus will mechanically likely weaken the RMB even more, which could lead to even more foreign outflows, which are already happening, see next point.
Point 9: Fucking LOTS of outflows this year. As of MAY, according to this joint statement, around 40% of US companies are relocating some portion of their supply chains away from mainland. This was in May. Since May, we have seen even more tariffs imposed, why WOULD companies want to stay when exporting to the US is a lot more expensive now?
Point 10: Ignoring ALL of the points above, we are in a global synchronized slowdown, with many emerging market central banks cutting rates - by the most in a decade. Investors want safety, and safe-haven denominated assets are where we have seen a lot of flocking into recently. Things that can be considered safe-havens have good liquidity, a relatively stable economy, and a predictable political environment.
Would love to hear opposing thoughts if you think China is a good buy. I am not against China, nor any other country for that matter, but I am against losing money (yes, wrong sub etc.), and I can not rationalize why anyone would be putting in a bid.
TL;DR: the bubble is right in front of your face, impending doom ahead, short everything, fuck /investing.
Edit, since you 'tards keep asking me how to trade this, there are a few trades that come to mind:
*not investment advice*
submitted by ComicalEconomical to wallstreetbets [link] [comments]

Python backtesting frameworks that take spread into account?

I am working on a forex trading strategy using my own machine learning based indicators (i.e. not blindly applying ML to the market) and some traditional trading techniques, maybe I'll share some details later.
My problem is that I simply can't find a python library that actually allows my algorithm to buy and sell on the actual ask and bid price, which I think is quite important, otherwise you may gain false profit form small market movements. I know backtesting has its own dangers and drawbacks so I want to make sure to be as precise as possible. I've uploaded a dataset to Kaggle which I've used to build my own backtesting program, but it would be a real pain to optimize this for other currencies, commodities etc...
Can someone recommend me a reliable library which uses the real historical ask and bid price in the simulation?
submitted by ehheznekedsemmikozod to algotrading [link] [comments]

Immediate Aftermath : The more data we collect and analyze, the clearer the picture becomes.

This is the updated first part of the list that has recorded the notable events as the world deals with the COVID-19 pandemic. [2nd Part] ― The LINKS to events and sources are placed throughout the timeline.
------------------------
The More Data We Collect and Analyze, the Clearer the Picture Becomes.
Someone threw a stone in a pond a long way away. And we're only just feeling the ripples. — Fukuhara from Giri/Haji, Netflix series
------------------------
On Jan 30, Italian PM announced that Italy had blocked all flights to and from China. While Italy has banned people from air-travelling to China, however according to IATA data, there's no measurement implemented for air-travellers from China into Italy till the Mar 07. Especially for Chinese people who have EU passports.
On Jan 31, the US announced the category-I travel restrictions, barring all foreigners who have been in China for the past 14 days, with measures including the refusal of visas and mandatory quarantine.
• "Because the US focused on China and didn't expect the infected people's entry from Europe and the Middle East, the Maginot Line was breached from behind. And so little of credible data at the beginning made the US government to miscalculate its strategic response to the virus." — Dr. Zhang Lun, currently a visiting scholar at Harvard (economics & sociology), during the interview with ICPC on Mar 29.
Also on Jan 31, the WHO changed its tune and declared the coronavirus outbreak a Global Public Health Emergency of international concern (PHEIC).
Decisions on a PHEIC always involve politics .... West African countries discouraged a declaration in 2014 after they were hit by the largest Ebola virus outbreak on record, mainly because of concern about the economic impact.
------------------------
On Feb 02, regarding the US category-I travel restrictions, Kamala Harris, the former Democratic presidential candidate, declared on Twitter:
Since 2017, Trump’s travel bans have never been rooted in national security—they’re about discriminating against people of color. They are, without a doubt, rooted in anti-immigrant, white supremacist ideologies. This travel ban is no different.
On Feb 03, criticizing Trump for his travel restrictions continues. Chinese foreign ministry spokeswoman Hua Chunying (华春莹), a Peking University professors James Liang (梁建章), New York Times, the Nation, OBSERVER, the Boston Globe, Yahoo, and Daily Kos were saying,
it's a "panicky" decision and "racist" or it's "cruel and callous," he's stoking fear for political gains, and the president is "inappropriately overreacting." And professors Liang even said the US ban "will hurt goodwill and cooperation [with China] in the future." [1] [2] [3] [4] [5] [6] [7] [8] [9]
Also on Feb 03, Mr. Tedros of the WHO said there's no need for travel ban measure that "unnecessarily interfere with international travel and trade" trying to halt the spread of the virus.
China's delegate took the floor ... and denounced measures by "some countries" that have denied entry to people holding passports issued in Hubei province - at the centre of the outbreak - and to deny visas and cancel flights.
Also on Feb 03, China is expected to gradually implement a larger stimulus packages (in total) than a USD $572 billion from 2008. — We'd never find out but my guess is that the fund will probably go to Shanghai clique.
On Feb 04, The FDA has given emergency authorization to a new test kit by the CDC that promises to help public health labs meet a potential surge in cases.
The speed ... pushing through a new diagnostic test shows just how seriously they’re taking the potentially pandemic threat of 2019-nCoV. It’s also a sign that the world is starting to learn how to deal with an onslaught of new pathogens.
Also on Feb 04, the Wuhan Institute of Virology and China's Academy of Military Medical Sciences (AMMS, Chief Chen Wei belongs to) have jointly applied to patent the use of Remdesivir. Scientists from both institutes said in a paper published in Nature’s Cell Research that they found both Remdesivir and Chloroquine to be an effective way to inhibit the coronavirus.
On Feb 06, Jamestown Foundation, a Washington-based research & analysis unit, noted that with State Council of PRC praising his performance of containing the pandemic situation, the council expanded Li Keqiang's political control over Politburo Standing Committee of CCP. (Li Keqiang = Communist Youth League = Shanghai clique)
Also, on Feb 06, as the US evacuation planes leave China, the wave of the US evacuees have arrived who are met by the CDC personnel at the quarantine sites for screening, and those who were suspected of infection will be placed under quarantine for 14 days.
Also, on Feb 06, a CDC-developed lab test kit to detect the new coronavirus began shipping to qualified US laboratories and international ones. — However, on Feb 12, the CDC said some of the testing kits have flaws and do not work properly. The CDC finally ended up shipping the working test kits for mass testings on Feb 27. This was three weeks later than originally planned.
On Feb 07, China National Petroleum has recently declared Force Majeure on gas imports. They are trying to create a breathing room for their foreign exchange reserves shortage. China's foreign exchange reserves fell to mere USD $3.1 trillion in Oct. 2019.
On the same day, Bloomberg reported that PetroChina has directed employees in 20 countries to buy N95 face masks and send them home in China. The goal is to get 2 million masks shipped back. You can also find YouTube videos that show Overseas Chinese are scouring the masks at the Home Depot to ship them to China (the video in Korean). Also Chris Smith is pissed.
On Feb 09, Trump renews his national emergency on its southern border, and Elizabeth Goitein from the Brennan Center for Justice, published an opinion article on New York Times titled "Trump Has Abused This Power. And He Will Again if He’s Not Stopped."
On Feb 10, Dr. Tedros said that an advance three-person team of the WHO arrived in Beijing for a joint mission to discuss with Chinese officials the agenda and questions. Then, the joint mission of about 10 international experts will soon follow, he said. — Those WHO experts ended up visiting Chinese epicentre for the first time on Feb 24.
On Feb 12, the US targets Russian oil company for helping Venezuela skirt sanctions. The US admin seemingly tried to secure leverage against Russia after noticing something suspicious was up.
On the same day, Trump told Reuters "I hope this outbreak or this event (for the US) may be over in something like April." — Dr. Zhong Nanshan (钟南山), China's top tier SARS-hero doctor, also said "the peak of the virus (for China) should come in mid to late February, followed by a plateau or decrease," adding that his forecast was based on on mathematical modelling and data from recent events and government action.
On Feb 13, Tom Frieden who is a former US CDC chief and currently the head of public health nonprofit Resolve to Save Lives, said:
As countries are trying to develop their own control strategies, they are looking for evidence of whether the situation in China is getting worse or better. [But] We still don't have very basic information. [since the WHO just entered China] We hope that information will be coming out.
On the same day, the CDC reports that the 15th case in the US was confirmed. The patient was a part of group who were under a federal quarantine order at the JBSA-Lackland base because of a recent trip to Hubei Province, China.
By Feb 13, China hasn't accepted the US CDC's offer to send top experts, and they haven't released the "disaggregated" data (specific figures broken out from the overall numbers) even though repeatedly been asked.
On Feb 14, CCP's United Front posted an article on its official website, saying (Eng. text by Google Translation):
Fast! There is no time difference to raise urgently needed materials! Some Overseas Chinese have used their professions in the field of medicine in order to purchase relevant materials Hubei province in short of supply (to send them to China). .... Some Overseas Chinese took advantage of the connection resources, opened green transportation channels through our embassies and consulates abroad, and their related enterprises, and quickly sent large quantities of medical supplies (to China), making this love relay link and cooperation seamless.
On Feb 18, Reuters reports that 3M is on the list of firms eligible for China loans to ease coronavirus crisis.
There is no indication from the list that loans offered will necessarily be sought, or that such firms are in any financial need. The Bank of Shanghai told Reuters it will lend 5.5 billion yuan ($786 million) to 57 firms on its list.
On Feb 21, Xi Jinping writes a thank-you letter to Bill Gates for his foundation’s support to China regarding COVID-19 outbreak.
On Feb 24, China was rumoured on Twitter to delay the phase one trade deal implementation indefinitely which includes the increase of China's purchasing American products & services by at least $200 billion over the next two years.
Also on Feb 24, S&P 500 Index started to drop. Opened with 3225.9 and closed 3128.2. By the Mar 23, it dropped to 2208.9.
Also on Feb 24, China's National Health Commission says the WHO experts have visited Wuhan city for the first time, the locked-down central Chinese city at the epicentre, inspecting two hospitals and a makeshift one at a sports centre.
On Feb 26, IF the picture that has been circulated on Twitter were real, then chief Chen Wei and her team have developed the first batch of COVID-19 vaccine within time frame of a month.
On the same day, the CDC's latest figures displays 59 people in the US who have tested positive for COVID-19.
Also on Feb 26, the Washington Post published an article that says:
.... the WHO said it has repeatedly asked Chinese officials for "disaggregated" data — meaning specific figures broken out from the overall numbers — that could shed light on hospital transmission and help assess the level of risk front-line workers face. "We received disaggregated information at intervals, though not details about health care workers," said Tarik Jasarevic of the WHO. — The comment, in an email on Feb 22 to the Post, was one of the first instances that the WHO had directly addressed shortcomings in China's reporting or handling of the coronavirus crisis.
On Feb 27, after missteps, the CDC says its test kit is ready and the US started to expand testing.
On Feb 28, China transferred more than 80,000 Uighurs to factories used by global brands such as Apple, Nike, & Volkswagen & among others.
Also on Feb 28, the WHO published the official report of the WHO-China joint mission on coronavirus disease 2019. (PDF)
On Feb 29, quoting Caixin media's investigation published on the same day, Lianhe Zaobao, the largest Singapore-based Chinese-language newspaper, published an article reporting the following:
Dr. Li Wenliang said in the interview with Caixin media; [in Dec 2019] another doctor (later turned out to be Dr. Ai Fen) examined and tried to treat a patient who exhibited SARS-like symptoms which akin to influenza resistant to conventional treatment methods. And "the family members who took care of her (the patient) that night also had a fever, and her other daughter also had a fever. This is obviously from person to person" Dr. Li said in the interview."
------------------------
On Mar 01, China's State Council super tighten up their already draconian internet law.
On the same day, Princelings published an propaganda called "A Battle Against Epidemic: China Combating COVID-19 in 2020" which compiles numerous state media accounts on the heroic leadership of Xi Jinping, the vital role of the Communist Party, and the superiority of the Chinese system in fighting the virus.
Starting on Mar 03, the US Fed has taken two significant measures to provide monetary stimulus. It's going to be no use as if a group of people with serious means are manipulating the markets to make sure MM will have liquidity concerns when they need it most.
On Mar 04, Xinhua News, China's official state-run press agency posted an article "Be bold: the world should thank China" which states that
If China retaliates against the US at this time, it will also announce strategic control over medical products, and ban exports of said products to the US. ... If China declares today that its drugs are for domestic use only, the US will fall into the hell of new coronavirus epidemic.
On Mar 05, Shanghai Index has recovered the coronavirus loss almost completely.
On Mar 07, Saudi's Ahmed bin Abdulaziz and Muhammad bin Nayef were arrested on the claims of plotting to overthrow King Salman. — Ahmed bin Abdulaziz is known to have very tight investment-interest relationship with Bill Gates, Bill Browder, Blackstone, & BlackRock: One common factor that connects these people is China.
On Mar 08, the Russia–Saudi oil price war has begun. The ostensible reason was simple: China, the biggest importer of oil from Saudi and Russia, was turning back tankers while claiming that the outbreak forced its economy to a standstill.
On Mar 10, the Washington Post published the article saying that the trade group for manufacturers of personal protective equipment urged in 2009 "immediate action" to restock the national stockpile including N95 masks, but it hasn't been replenished since.
On Mar 11, the gentleman at the WHO declares the coronavirus outbreak a "Global Pandemic." He called on governments to change the course of the outbreak by taking "urgent and aggressive action." This was a full twelve days after the organization published the official report regarding the situation in China.
On Mar 13, the US admin declared a National Emergency and announced the plan to release $50 billion in federal resources amid COVID-19.
Also on Mar 13, China's Ministry of Commerce states that China is now the best region for global investment hedging.
On Mar 15, Business Insider reports that Trump tried to poach German scientists working on a coronavirus vaccine and offered cash so it would be exclusive to the US. The problem is the official CureVac (the German company) twitter account, on Mar 16, 2020, tweeted the following:
To make it clear again on coronavirus: CureVac has not received from the US government or related entities an offer before, during and since the Task Force meeting in the White House on March 2. CureVac rejects all allegations from press.
On Mar 16, the fan club of European globalists has published a piece titled, "China and Coronavirus: From Home-Made Disaster to Global Mega-Opportunity." The piece says:
The Chinese method is the only method that has proved successful [in fighting the virus], is a message spread online in China by influencers, including many essentially promoting propaganda. ... it is certainly a message that seems to be resonating with opinion leaders around the world.
On the same day, unlike China that had one epicentre, Wuhan city, the US now overtakes China with most cases reporting multiple epicentres simultaneously.
Also on Mar 16, the US stocks ended sharply lower with the Dow posting its worst point drop in history. But some showed a faint hint of uncertain hope.
On Mar 17, according to an article on Chinese version of Quora, Zhihu, chief Chen Wei and her team with CanSino Biologics officially initiated a Phase-1 clinical trial for COVID-19 vaccine at the Wuhan lab, Hubei China, which Bloomberg News confirmed. — Click HERE, then set its time period as 1 year, and see when the graph has started to move up.
Also on Mar 17, China's state media, China Global TV Network (CGTN), has produced YouTube videos for Middle Eastern audiences to spread the opinion that the US has engineered COVID-19 events.
Also on Mar 17, Al Jazeera reported that the US President has been criticized for repeatedly referring to the coronavirus as the "Chinese Virus" as critics saying Trump is "fueling bigotry."
• China's Xinhua News tweeted "Racism is not the right tool to cover your own incompetence."
• Tucker Carlson asked: "Why would America's media take China's side amid coronavirus pandemic?"
• Also, Mr. Bill Gates: "We should not call this the Chinese virus."
On Mar 19, for the first time, China reports zero local infections.
Also on Mar 19, Al Jazeera published an analysis report, titled "Coronavirus erodes Trump's re-election prospects."
On Mar 22, Bloomberg reports that China's mobile carriers lost 21 million users during this pandemic event. It's said to be the first net decline since starting to report monthly data in 2000.
On Mar 26, EURACTV reports that China cashes in off coronavirus, selling Spain $466 million in supplies. However, Spain returns 9,000 "quick result" test kits to China, because they were deemed substandard. — Especially the sensibility of the test was around 30 percent, when it should be higher than 80 percent.
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On Apr 03, Germany and other governments are bolstering corporate defenses to address worries that coronavirus-weakened companies could be easy prey for bargain hunting by China's state owned businesses.
On Apr 05, New York Times says "Trump Again Promotes Use of Unproven Anti-Malaria Drug (hydroxychloroquine)."
On Apr 06, a Democratic State Rep. Karen Whitsett from Detroit credits hydroxychloroquine and President Trump for "saving her in her battle with the coronavirus."
On Apr 07, the US CDC removed the following part from its website.
Although optimal dosing and duration of hydroxychloroquine for treatment of COVID-19 are unknown, some U.S. clinicians have reported anecdotally different hydroxychloroquine dosing such as: 400mg BID on day one, then daily for 5 days; 400 mg BID on day one, then 200mg BID for 4 days; 600 mg BID on day one, then 400mg daily on days 2-5.
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☞ If there were ever a time for people not to be partisan and tribal, the time has come: We need to be ever vigilant and attentive to all kinds of disinformation & misinformation to see it better as well as to be sharp in our lives. — We really do need to come together.
☞ At first, I was going to draw up a conspiracy theory-oriented list focused on Team-Z, especially Mr. Gates. However, although it's nothing new tbh, recently many chats and discussions seem overflowing with disinformation & misinformation which is, in my opinion, particularly painful at a time like this. Hence, this post became a vanilla list that's just recorded the notable events. — We all are subject to misinformation, miscalculation, and misjudgment. But the clearer the picture becomes the better we can identify Funkspiel.
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Immediate Aftermath pt.2.a
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Feasible Timeline of the Operation
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☞ Go Back to the Short Story.
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submitted by vanillabluesea to conspiracy [link] [comments]

What is "Spread"???

In forex, it seems like it apparently costs the trader something but from what I understand, it's only the difference between ask and bid prices.
If we make a bad trade, the money goes into the market and if we make a profit, it goes into our accounts. How is it commission?
I understand commission at each trade (by paying lets say $4 at buy and $4 at sell). But spread is different, isn't it?

Thanks in advance!
submitted by AP3340 to investing [link] [comments]

What data to use for backtesting a Forex algo?

Hi,
I am developing a Forex algo and have done so with 1-minute candle data. For simplicity sake I take the average (mid-price) of the bid/ask-close, bid/ask-low and bid/ask-high and feed these into the algo. This means that the algo buys and sells using the bid/ask-close average.
Now, I know this ignores the "cost" of the spread and since it is a HF algo this cost becomes very significant. However, I recently found out about ECN brokerages that say they offer 0-0.1pips of spread and only take a commission.
My question thus is, what kind of data should I use for backtesting my algo. The candle data I use now has an average spread of 1.4 pips (between bid-close and ask-close).
Should I find data quoting a lower spread? Or are these lower spreads not realistic?
In addition to the question above... Is using the bid-close and ask-close of 1-minute candle date reasonable to use as a price at which the algo can buy and sell or is this not realistic in a live environment.
Thank you so much
submitted by marnixhoh to algotrading [link] [comments]

Forex Orders 101

u/OK-Face made a post with some questions about limits and stop orders. I started to write up a big comment but then figured I’d just create an “Orders 101” post in case other newbies might find it useful. If you don’t like massive walls of text, now is the time to leave!
The very basics
First you need to know a little about forex market makers. A market maker publishes two prices: the bid price (lower) and the ask price (higher). The market maker will sell you units of a currency pair at the higher ask price, and will buy units of a currency pair back from you at the lower bid price. They make money by buying units at the bid from one user and selling those units at the ask to another user, pocketing the difference.
The difference between the bid and the ask is called the spread. A narrow spread is good for users. If you buy at the ask (or sell at the bid) you only need the bid (ask) to move upwards (downwards) a little bit before you can sell (buy) back to the market maker to close the position for a profit. The spread will vary over time; the market maker wants to keep it narrow to compete for customers but wide enough to ensure they make money even when the market moves unexpectedly. When the market is stable the spread will be narrow; when the market is volatile the spread will be wide.
When someone refers to the price of a currency pair you can usually infer which price (the bid or the ask) they are referring to from the context. If they’re talking about going long (buying) then they are probably referencing the ask. If they are talking about going short (selling) then they are probably referencing the bid. Broker software usually allows you to plot both at the same time, which visualizes not only the prices by the spread (and thus the market maker’s measure of volatility).
The “market price” or “mark” is the midpoint between the bid and ask. It’s sometimes used when charting prices, since it smoothes out changes in the spread.
The details of where the bid and ask prices come from, how they differ between market makers and from inter-bank rates, and how they are related to but very different from bid/ask spreads on exchange-traded instruments like stocks are all well beyond the scope of this post. (But you should learn it eventually!)
Opening and closing a position
First, burn it into your brain that a long position is opened by buying from the market maker at the ask and closed by selling back to the market maker at the bid, while a short position is opened by selling to the market maker at the bid and closed by buying back from the market maker at the ask.
(Really a short position is a loan from the market maker that you can satisfy with units of currency pairs bought back from them at a later time. But whatever.)
When you open a new position you use one of two types of orders: a market order or a limit order.
A market order tells the market maker to fill your order as soon as your order gets to the front of the queue, no matter what the price is. If it’s a market buy to go long on a pair then the order will be filled at the ask price. If it’s a market sell to go short on a pair then the order will be filled at the bid price. The time it takes your order to get to the front of the queue is usually less than a second, but the price could change pretty dramatically in that second. A market order says “I don’t care what happens to the price between now and then, just fill my order as quickly as possible.”
A limit order goes through the order queue too, but when it reaches the front it tells the market maker to wait to fill your order until an acceptable (to you) price is available. If it’s a limit buy to go long on a pair then you specify the maximum ask price you are willing to pay. If it’s a limit sell to go short on a pair then you specify the minimum bid price you are willing to accept. If the price is already acceptable then the order is filled immediately just like a market order, otherwise it waits until it’s filled or canceled.
When you close a position you can also choose a market order or a limit order. If you have a long position then you can either submit a market sell order or a limit sell order to sell back your units at the bid. If you have a short position then you can either submit a market buy order or a limit buy order to buy back the units you shorted at the ask. These orders work just like orders to open a position, but instead of creating a new position they cancel out your existing position. (Hopefully leaving you with a profit.)
It is possible to submit offsetting orders that don’t actually cancel out one another! For example, a market maker may allow you to submit a market buy order to go long one lot of EUUSD and then separately submit a market sell order to go short one lot of EUUSD, and track those two positions separately rather than cancel them out. For this reason an order used to close out a position is sometimes clarified as “to close”, as in “market sell to close”. Most users will close positions by right-clicking the position in their broker’s GUI and click “close” (or something similar); this will automatically submit a market order (buy or sell) to close. Submitting a limit order to close may take more clicks.
Conditional orders to close
When you create an order you can attach conditional orders to close that are only submitted if the bid or ask price moves past a trigger price. You specify the trigger price and the type of order to be submitted when the trigger hits: market or limit. There are four possible combinations, but only three are commonly used.
A conditional market order to close a losing position is called a stop-loss order.
A conditional limit order to close a losing position is called a stop-limit order.
A conditional market order to close a winning position doesn’t have a name and isn’t commonly used.
A conditional limit order to close a winning position is called a take-profit order.
Generally the trigger price is compared to the price (bid or ask) that will be used to close the position. For example, a long position is closed by selling at the bid, so the trigger price for a stop-loss on a long position will be compared to the bid. Some market makers will allow you to get fancy and decide which price your trigger is compared to, which may be useful if, for example, your strategy is entirely based on the ask price but you want to use a conditional order to close a long position without worrying about the spread.
Let’s look at the three common conditional orders to close, from simplest to confusing.
Stop-loss orders
A stop-loss order is a conditional market order to close a losing position. The trigger price is set on the losing side of the position. When the bid/ask price passes the trigger price, a new market order is created to close the position. Like any market order, it is filled at whatever the bid/ask price is when the order makes it to the front of the queue.
For a long position the trigger price is less than the original ask price at which the currency pair was bought. A long position is closed by selling at the bid, so the trigger price is usually compared to the bid. When the bid price falls down to the trigger price a new market sell (to close) order is submitted. When it reaches the front of the queue it’s filled at the current bid, offsetting the position.
For a short position the trigger price is greater than the original bid price at which the currency pair was sold short. A short position is closed by buying at the ask, so the trigger price is usually compared to the ask. When the ask price rises up to the trigger price a new market buy (to close) order is submitted. When it reaches the front of the queue it’s filled at the current ask, offsetting the position.
Stop-loss orders are used as a last resort: “If my losses get too big close the position as fast as possible, even if that means closing at a less advantageous price.” It’s not uncommon for the bid/ask price to shoot past the trigger price so quickly that the price at which the position closes is quite a bit worse than the trigger price. On the other hand, it’s also not uncommon for the price to just barely touch the trigger price (triggering the placement of the market order to close) and bounce back, so that the price at which the position closes is better than the target price. (This latter scenario can sometimes make people wonder why the position was closed, since it may appear that the price never reached the trigger.)
Take-profit orders
A take-profit order is a conditional limit order to close a winning position. The trigger price is set on the winning side of the position. When the bid/ask price passes the trigger price, a new limit order is created to close the position. Like any limit order, it is only filled when the bid/ask price is better for the customer than the specified limit price.
The limit price for a take-profit order is usually the same as the trigger price. (Some market makers may allow it to be different.)
For a long position the trigger (and limit) price is greater than the original ask price at which the currency pair was bought. A long position is closed by selling at the bid, so the trigger price is usually compared to the bid. When the bid price rises up to the trigger price a new limit buy (to close) order is submitted. When it reaches the front of the queue it waits until the current bid is at least equal to the limit price, then it fills and offsets the position.
For a short position the trigger (and limit) price is less than the original bid price at which the currency pair was sold short. A short position is closed by buying at the ask, so the trigger price is usually compared to the ask. When the ask price falls down to the trigger price a new limit sell (to close) order is submitted. When it reaches the front of the queue it waits until the current ask is at most equal to the limit price, then it fills and offsets the position.
Since the limit price is usually set equal to the trigger price, and since the bid/ask price doesn’t usually reverse within the short time while the new order (to close) moves through the queue, a take-profit order usually closes almost immediately after being triggered, at a price at or very slightly above the triggelimit price. However it is possible that the bid/ask price just touched the trigger price and immediately reverses, leaving the limit order (to close) pending on the queue until the price moves favorably again.
Stop-limit orders
Finally we come to the confusing one. A stop-limit order is a conditional limit order to close a losing position. The trigger price is set on the losing side of the position. When the bid/ask price passes the trigger price, a new limit order is created to close the position. Like any limit order, it is only filled when the bid/ask price is better for the customer than the specified limit price.
Unlike a take-profit order, the limit price for a stop-limit order is usually not the same as the trigger price.
For a long position the trigger (and limit) price is less than the original ask price at which the currency pair was bought. A long position is closed by selling at the bid, so the trigger price is usually compared to the bid. When the bid price falls down to the trigger price a new limit sell (to close) order is submitted. When it reaches the front of the queue it waits until the current bid is at least equal to the limit price, then it fills and offsets the position.
For a short position the trigger (and limit) price is greater than the original bid price at which the currency pair was sold short. A short position is closed by buying at the ask, so the trigger price is usually compared to the ask. When the ask price rises up to the trigger price a new limit buy (to close) order is submitted. When it reaches the front of the queue it waits until the current ask is at most equal to the limit price, then it fills and offsets the position.
On first blush this appears to be the opposite of a take-profit order, but it behaves quite differently. Take a long position for example, and consider what happens when the bid price moves quickly down past the trigger and continues to fall. The limit sell order (to close) is submitted but suppose the limit is set close to the trigger price. Since the bid is still falling it’s on the wrong side of the limit price (for the customer) so the limit order won’t fill. A stop-limit order says “If I’m losing money and the price moves to X, try to close my position, but don’t accept anything too much worse than X.”
Because a rapid price movement may pass both the trigger and the limit, the limit needs to be set carefully to give a little “breathing room” for the limit in case of rapid price movement.
Stop-limit orders require careful calculation of triggers and limits to fix risk, or you can end up closing a position early, too late, or not at all!
Final thoughts
I hope you learned something! At the very least, I hope some newbies see that setting stop-losses, stop-limits, and take-profits involves a lot more math and understanding of the mechanics of the market than thinking “this looks like a good place to limit my losses” and clicking the mouse.
Corrections are highly appreciated! I intentionally glossed over a ton of details but if in doing so I omitted something important please let me know!
submitted by thicc_dads_club to Forex [link] [comments]

US Venezuela Policy is About Oligarchy, Not Democracy

US Venezuela Policy is About Oligarchy, Not Democracy

The proven oil reserves in Venezuela are recognized as the LARGEST in the world, totaling 297 billion barrels.
While ignoring (and even supporting) the atrocities of authoritarian regimes in places like Saudi Arabia, Bahrain and Uzbekistan, US oligarchs have targeted Venezuela for “regime-change” in the name of “democracy”.
Currently, the US is engaging in economic warfare against Venezuela to foment a coup and remove its democratically elected president Nicolás Maduro.
Without providing solid evidence, our corporate-controlled government and mainstream media portray Maduro as a corrupt, repressive, and illegitimate leader with little to no support.

Ask yourself:

Do I ever see officials from the Venezuelan government appear in corporate news shows to tell THEIR side of the story?
What people DO get to comment on Venezuela and what are their credentials and agenda? Are these people essentially public relations agents for the US-orchestrated coup?
Does corporate news provide me with historical background of US imperialism in Venezuela to put these current events in context?

What Corporate-Controlled Media will NOT Tell You

The CIA was involved in the failed coup against Venezuela's popular leader Hugo Chavez in 2002.
Venezuela is not a strictly socialist country; it has a “mixed” economy - not unlike Norway or other Scandinavian countries.
Venezuela is a DEMOCRACY - unlike US-allies Saudi Arabia, the United Arab Emirates, Qatar, Bahrain, and Kuwait.
In 2012, Jimmy Carter went on record saying:
“As a matter of fact, of the 92 elections that we've monitored, I would say the election process in Venezuela is the best in the world”
The opposition to Maduro knew they were going to lose the last election and so boycotted it in attempt to delegitimize the results.
The US actually tried to dissuade Maduro’s opponents from running!
Maduro invited international observers into the country in 2018 to monitor the last election but the opposition asked the UN not to send observers!
More than 80% of the Venezuelan population had not even HEARD of Juan Guaidó before Trump and the US state proclaimed him the “rightful” president.
Maduro’s approval ratings within his country are on par with opposition-controlled National Assembly. According to an October poll by opposition-aligned pollster Datanalisis, Venezuela's National Assembly, of which Juan Guaidó is president, has a disapproval rating of 70%.
Venezuela WANTS to sell its oil to the US – the US is their largest market and refines a majority of their oil.
US companies Chevron Corp, Halliburton, Schlumberger, Baker Hughes and Weatherford International all have operations in Venezuela, and are allowed to continue to engage in transactions and activities with PDVSA and its joint ventures through July 27.
“No State or group of States has the right to intervene, directly or indirectly, for any reason whatever, in the internal or external affairs of any other State. The foregoing principle prohibits not only armed force but also any other form of interference or attempted threat against the personality of the State or against its political, economic, and cultural elements.” Organization of American States Charter

Why is the US Corporatocracy so Keen to Remove Maduro?

While Venezuela’s economy is not a strictly-state-run economy, its oil industry is nationalized and uses its revenues for the benefit of its citizens (especially the poor).
After years of crippling US sanctions Maduro stepped over a crucial line in October when his government announced that Venezuela was abandoning the US dollar and would be make all future transactions on the Venezuelan exchange market in euro.
Saddam Hussein also went off the dollar in favor of the euro in 2003 – we started dropping bombs on him the next month.
A similar decision by the Gadhafi government in Libya (2011) was quickly followed by a devastating US-orchestrated conflict - culminating in Gadhafi's capture by radical Islamists who sodomized him with a bayonet before killing him. Since then, Libya has gone from Africa's wealthiest country to a truly failed-state complete with a slave trade! To make matters worse, after the collapse of the Libyan government, its military arms were smuggled out of that country and into the hands of ISIS fighters in Iraq and Syria - enabling US-orchestrated chaos in those countries.

Who cares what currency a country uses to trade petroleum?

Answer: US oligarchy

The US dollar is central to US world economic domination.
Like all other modern currencies, it is a fiat currency – backed by no real assets to prop up its value.
In lieu of a “gold standard” we know operate on a de-facto “oil-standard”:
"After the collapse of the Bretton Woods gold standard in the early 1970s, the United States struck a deal with Saudi Arabia to standardize oil prices in dollar terms. Through this deal, the petrodollar system was born, along with a paradigm shift away from pegged exchanged rates and gold-backed currencies to non-backed, floating rate regimes.
The petrodollar system elevated the U.S. dollar to the world's reserve currency and, through this status, the United States enjoys persistent trade deficits and is a global economic hegemony." Investopedia
“The central banking Ponzi scheme requires an ever-increasing base of demand and the immediate silencing of those who would threaten its existence. Perhaps that is what the hurry [was] in removing Gaddafi in particular and those who might have been sympathetic to his monetary idea.” Anthony Wile

US Foreign Policy is about Oligarchy Not Democracy

Since World War II, the US has attempted to over-throw the 52 foreign governments. Aside from a handful of exceptions (China, Cuba, Vietnam, etc.), the US has been successful in the vast majority of these attempts.
US foreign policy is not about democracy – it is about exploiting the world’s resources in the interests of a small, ultra-wealthy global elite.
This exploitation benefits a small percentage of people at the top of the economic pyramid while the costs are born by those at the bottom.

US CIA Coup Playbook:

How to Plunder Resources from Foreign Countries While Pretending to Support Democracy
  1. Find a country with resources you want.
  2. Send in an “Economic Hitman” to offer bribes the country’s leader in the form of personally lucrative business deals. If he accepts the deal, the leader will amass a personal fortune in exchange for "privatizing” the resources you wish to extract.
If the leader will not accept your bribes, begin the regime-change process.
3) Engage in economic warfare by imposing crippling sanctions on the country and blame the ensuing shortages on the leader’s “socialist” policies.
4) Work with right-wing allies inside country to fund and organize an “astroturf” opposition group behind a corporate-friendly puppet.
5) Hire thugs inside country to incite unrest and violence against the government in coordination with your opposition group. Use corporate media to publicize the orchestrated outbursts as popular outrage and paint a picture of a “failed state” mired in corruption and chaos.
6) When the government arrests your thugs, decry the response as the brutal repression. Use corporate-owned media to demonize the target government as a despotic regime while praising your puppet opposition as champions of democracy.
7) Work with right-wing military leaders to organize the overthrow the government (offer them the same business deals the current leader refused).
8) If a military-led coup cannot be organized, create a mercenary army to carry out acts of terrorism against the government and its supporters. Portray the mercenaries as “freedom fighters” and their acts of terrorism as a “civil war”.
9) If the target government has popular and military support and is too well-defended for your mercenaries to over-throw: label the country a “rouge state” and wait for the right time to invade. Meanwhile, continue to wear the country’s government and populace down using steps 3 – 8.
10) Escalate the terror campaign within the country to provoke a military response from the country against the US. If they won’t take the bait , fabricate an attack or threat that you can sell to the US population as justification for an invasion.
11) Once the government is removed, set up your puppet regime to provide the illusion of sovereignty. The regime will facilitate and legitimize your appropriation of the country’s resources under the guise of "free" trade.
12) As you continue to extract the country’s resources, provide intelligence and military support to the puppet regime to suppress popular dissent within the country.
13) Use the demise of the former government as yet another example of the impracticality of “socialism.”
What Can I Do?
Call your senators and representatives to voice your opposition to US regime-change efforts in Venezuela.
https://www.commoncause.org/find-your-representative/
Please share this message with others.
Sources included at: https://link.medium.com/8DiA5xzx4T

‘Venezuela’: Media’s One-Word Rebuttal to the Threat of Socialism

ALAN MACLEOD FEBRUARY 8, 2019
A recent Gallup poll (8/13/18) found that a majority of millennials view socialism favorably, preferring it to capitalism. Democratic socialist Bernie Sanders is the most popular politician in the United States, while new leftist Rep. Alexandria Ocasio-Cortez’s (AOC) policies of higher taxes on the wealthy, free healthcare and public college tuition are highly popular—even among Republican voters (FAIR.org,1/23/19).
Alarmed by the growing threat of progressive policies at home, the establishment has found a one-word weapon to deploy against the rising tide: Venezuela. The trick is to attack any political figure or movement even remotely on the left by claiming they wish to turn the country into a “socialist wasteland” (Fox News, 2/2/19) run by a corrupt dictatorship, leaving its people hungry and devastated.
Leading the charge have been Fox News and other conservative outlets. One Fox opinion piece (1/25/19) claimed that Americans should be “absolutely disgusted” by the “fraud” of Bernie Sanders and Democrats like Alexandria Ocasio-Cortez, Elizabeth Warren and Cory Booker, as they “continue to promote a system that is causing mass starvation and the collapse of a country,” warning that is exactly what their failed socialist policies would bring to the US. (Back in the real world, while Sanders and Ocasio-Cortez identify as socialists, Warren is a self-described capitalist, and Booker is noted for his ties to Wall Street, whose support for his presidential bid he has reportedly been soliciting.) A second Fox Newsarticle (1/27/19) continues in the same vein, warning that, “At the heart of Venezuela’s collapse is a laundry list of socialist policies that have decimated its economy.”
The Wall Street Journal (1/28/19) describes calls for negotiations in Venezuela as “siding with the dictator.”
In an article entitled “Bernie Sanders, Jeremy Corbyn and the Starving Children of Venezuela,” the Washington Examiner (6/15/17) warned its readers to “beware the socialist utopia,” describing it as a dystopia where children go hungry thanks to socialism. The Wall Street Journal (1/28/19) recently condemned Sanders for his support of a “dictator,” despite the fact Bernie has strongly criticized Venezuelan President Nicolás Maduro, and dismissed Maduro’s predecessor, Hugo Chavez, as a “dead Communist dictator” (Reuters, 6/1/16).
More supposedly centrist publications have continued this line of attack. The New York Times’ Bret Stephens (1/25/19) argued: “Venezuela is a socialist catastrophe. In the age of AOC, the lesson must be learned again”—namely, that “socialism never works,” as “20 years of socialism” has led to “the ruin of a nation.” The Miami Herald(2/1/19) cast shame on Sanders and AOC for arguing for socialism in the face of such overwhelming evidence against it, describing the left’s refusal to back self-appointed president Juan Guaidó, someone whom less than 20 percent of Venezuelans had even heard of, let alone voted for, as “morally repugnant.”
This useful weapon to be used against the left can only be sustained by withholding a great number of key facts—chief among them, the US role in Venezuela’s devastation. US sanctions, according to the Venezuelan opposition’s economics czar, are responsible for a halving of the country’s oil output (FAIR.org, 12/17/18). The UN Human Rights Council has formally condemned the US and discussed reparations to be paid, with one UN special rapporteur describing Trump’s sanctions as a possible “crime against humanity” (London Independent, 1/26/19). This has not been reported by any the New York Times, Washington Post, CNN or any other national US “resistance” news outlet, which have been only too quick to support Trump’s regime change plans (FAIR.org, 1/25/19).
Likewise, the local US-backed opposition’s role in the economic crisis is barely mentioned. The opposition, which controls much of the country’s food supply, has officially accepted responsibility for conducting an “economic war” by withholding food and other key goods.
For example, the monolithic Empresas Polar controls the majority of the flour production and distribution crucial for making arepa cornbread, Venezuela’s staple food. Polar’s chair is Leopoldo Lopez, national coordinator of Juan Guaidó’s Popular Will party, while its president is Lorenzo Mendoza, who considered running for president against Maduro in the 2018 elections that caused pandemonium in the media (FAIR.org, 5/23/18).
Conspicuously, it’s the products that Polar has a near-monopoly in that are often in shortest supply. This is hardly a secret, but never mentioned in the copious stories (CNN, 5/14/14, Bloomberg, 3/16/17, Washington Post, 5/22/17, NPR, 4/7/17) focusing on bread lines in the country.
Also rarely commented on was the fact that multiple international election observer missions declared the 2018 elections free and fair, and that Venezuelan government spending as a proportion of GDP (often considered a barometer of socialism) is actually lower than the US’s, and far lower than most of Europe’s, according to the conservative Heritage Foundation.
The London Daily Express (2/3/19) demonstrates that redbaiting works equally well on either side of the Atlantic.
Regardless of these bothersome facts, the media has continued to present Venezuela’s supposedly socialist dictatorship as solely responsible for its crisis as a warning to any progressives who get the wrong idea. So useful is this tool that it is being used to attack progressive movements around the world. The Daily Express (2/3/19) and Daily Mail (2/3/19) condemned UK Labour Party leader Jeremy Corbyn for his “defense” of a “dictator,” while the Daily Telegraph(2/3/19) warned that the catastrophe of Venezuela is Labour’s blueprint for Britain. Meanwhile, the Greek leftist party Syriza’s support for Maduro (the official position of three-quarters of UN member states) was condemned as “shameful” (London Independent, 1/29/19).
“Venezuela” is also used as a one-word response to shut down debate and counter any progressive idea or thought. While the panel on ABC’s The View (7/23/18) discussed progressive legislation like Medicare for All and immigration reform, conservative regular Meghan McCain responding by invoking Venezuela: “They’re starving to death” she explained, leaving the other panelists bemused.
President Trump has also used it. In response to criticism from Senator Elizabeth Warren over his “Pocahontas” jibe, he replied that she would “make our country into Venezuela” (Reuters, 10/15/18).
The weapon’s effectiveness can only be sustained through a media in lockstep with the government’s regime-change goals. That the media is fixated on the travails of a relatively small and unimportant country in America’s “backyard,” and that the picture of Venezuela is so shallow, is not a mistake. Rather, the simplistic narrative of a socialist dictatorship starving its own people provides great utility as a weapon for the establishment to beat back the domestic “threat” of socialism, by associating movements and figures such as Bernie Sanders, Alexandria Ocasio-Cortez and Jeremy Corbyn with an evil caricature they have carefully crafted.

Corporate Propaganda Blitz Against Venezuela’s Elected President: MSM Will Not Let Facts Interfere With Coup Agenda

Facts Don’t Interfere With Propaganda Blitz Against Venezuela’s Elected President Joe Emersberger
Guaidó, anointed by Trump and a new Iraq-style Coalition of the Willing, did not even run in Venezuela’s May 2018 presidential election. In fact, shortly before the election, Guaidó was not even mentioned by the opposition-aligned pollster Datanálisis when it published approval ratings of various prominent opposition leaders. Henri Falcón, who actually did run in the election (defying US threats against him) was claimed by the pollster to basically be in a statistical tie for most popular among them. It is remarkable to see the Western media dismiss this election as “fraudulent,” without even attempting to show that it was “stolen“ from Falcón. Perhaps that’s because it so clearly wasn’t stolen.
Graph: Approval Ratings of Main Venezuelan Leaders Nov 2016 - July 2018 Data from the opposition-aligned pollsters in Venezuela (via Torino Capital) indicates that Henri Falcón was the most popular of the major opposition figures at the time of the May 2018 presidential election. Nicolás Maduro won the election due to widespread opposition boycotting and votes drawn by another opposition candidate, Javier Bertucci.
The constitutional argument that Trump and his accomplices have used to “recognize” Guaidó rests on the preposterous claim that Maduro has “abandoned” the presidency by soundly beating Falcón in the election. Caracas-based journalist Lucas Koerner took apart that argument in more detail.
What about the McClatchy-owned Miami Herald's claim that Maduro “continues to reject international aid”? In November 2018, following a public appeal by Maduro, the UN did authorize emergency aid for Venezuela. It was even reported by Reuters (11/26/18), whose headlines have often broadcast the news agency’s contempt for Maduro’s government.
It’s not unusual for Western media to ignore facts they have themselves reported when a major “propaganda blitz” by Washington is underway against a government. For example, it was generally reported accurately in 1998 that UN weapons inspectors were withdrawn from Iraq ahead of air strikes ordered by Bill Clinton, not expelled by Iraq’s government. But by 2002, it became a staple of pro-war propaganda that Iraq had expelled weapons inspectors (Extra! Update, 10/02).
And, incidentally, when a Venezuelan NGO requested aid from the UN-linked Global Fund in 2017, it was turned down. Setting aside how effective foreign aid is at all (the example of Haiti hardly makes a great case for it), it is supposed to be distributed based on relative need, not based on how badly the US government wants somebody overthrown.
But the potential for “aid” to alleviate Venezuela’s crisis is negligible compared to the destructive impact of US economic sanctions. Near the end of the Miami Herald article, author Jim Wyss cited an estimate from the thoroughly demonized Venezuelan government that US sanctions have cost it $30 billion, with no time period specified for that estimate. Again, this calls to mind the run-up to the Iraq invasion, when completely factual statements that Iraq had no WMDs were attributed to the discredited Iraqi government. Quoting Iraqi denials supposedly balanced the lies spread in the media by US officials like John Bolton, who now leads the charge to overthrow Maduro. Wyss could have cited economists independent of the Maduro government on the impact of US sanctions—like US economist Mark Weisbrot, or the emphatically anti-Maduro Venezuelan economist Francisco Rodríguez.
Illegal US sanctions were first imposed in 2015 under a fraudulent “state of emergency” declared by Obama, and subsequently extended by Trump. The revenue lost to Venezuela’s government due to US economic sanctions since August 2017, when the impact became very easy to quantify, is by now well over $6 billion. That’s enormous in an economy that was only able to import about $11 billion of goods in 2018, and needs about $2 billion per year in medicines. Trump’s “recognition” of Guaidó as “interim president” was the pretext for making the already devastating sanctions much worse. Last month, Francisco Rodríguez revised his projection for the change in Venezuela’s real GDP in 2019, from an 11 percent contraction to 26 percent, after the intensified sanctions were announced.
The $20 million in US “aid” that Wyss is outraged Maduro won’t let in is a rounding error compared to the billions already lost from Trump’s sanctions.
Former US Ambassador to Venezuela William Brownfield, who pressed for more sanctions on Venezuela, dispensed with the standard “humanitarian” cover that US officials have offered for them (Intercept, 2/10/19):
And if we can do something that will bring that end quicker, we probably should do it, but we should do it understanding that it’s going to have an impact on millions and millions of people who are already having great difficulty finding enough to eat, getting themselves cured when they get sick, or finding clothes to put on their children before they go off to school. We don’t get to do this and pretend as though it has no impact there. We have to make the hard decision—the desired outcome justifies this fairly severe punishment.
How does this gruesome candor get missed by reporters like Wyss, and go unreported in his article?
Speaking of “severe punishment,” if the names John Bolton and Elliott Abrams don’t immediately call to mind the punishment they should be receiving for crimes against humanity, it illustrates how well the Western propaganda system functions. Bolton, a prime facilitator of the Iraq War, recently suggested that Maduro could be sent to a US-run torture camp in Cuba. Abrams played a key role in keeping US support flowing to mass murderers and torturers in Central America during the 1980s. Also significant that Abrams, brought in by Trump to help oust Maduro, used “humanitarian aid” as cover to supply weapons to the US-backed Contra terrorists in Nicaragua.
In the Miami Herald article, the use of US “aid” for military purposes is presented as another allegation made by the vilified Venezuelan president: “Maduro has repeatedly said the aid is cover for a military invasion and has ordered his armed forces not to let it in, even as food and medicine shortages sweep the country.”
Venezuela Accuses U.S. of Secretly Shipping Arms After Weapons Found on Plane with Possible CIA Ties | Democracy Now!
Calling for international aid and being democratically elected will do as little to protect Maduro’s government from US aggression as being disarmed of WMD did to prevent Iraq from being invaded—unless there is much more pushback from the US public against a lethal propaganda system.

When Is a Democracy not a Democracy? When It’s Venezuela and the US is Pushing Regime Change. Venezuela has as much right to call itself a democracy as does the United States. Until that is understood by enough people, the Trump administration will continue to devastate Venezuela’s economy with illegal sanctions and push it towards civil war.
Suggested Reading:
UN Rapporteur: US Sanctions Cause Death in Venezuela
Guaido is playing it fast and loose with the Bolivarian Constitution to justify a dictatorship
Trump’s Economic Sanctions Have Cost Venezuela About $6bn Since August 2017
How could Venezuela's president 'steal' the 2018 election from an unknown who didn't run?
In other news...
The Largest Protest Ever Was 15 Years Ago. The Iraq War Isn’t Over. What Happened?
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