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Statistics Functions

Thư viện các hàm thống kê dùng trong Backtest và phân tích dữ liệu

* Hàm trung bình

* Hàm độ lệch chuẩn

* Hàm mật độ phân phối

* Hàm mode

* Hàm trung vị

* 3 hàm đo độ tương quan

- Tương quan Pearson

- Tương quan thông thường

- Tương quan tròn


# các hàm này được đóng gói để hỗ trợ lập trình, thống kê là một phần quan trọng trong phân tích định lượng

# các hàm này hỗ trợ trên MQL4

# File MQH liên hệ: dat.ngtat@gmail.com

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Smartility
Syed Oarasul Islam
This utility is designed to help you with your Manual Trading. It allows different ways of closing trades. It can display total number of BUY and SELL orders individually and also their individual profits. Advantages:  One click BUY button with dedicated Lot size editor for Buying One click SELL button  with dedicated Lot size editor for Selling One click close button for all BUY orders One  click close button for all SELL orders One click close button for all Profit orders One click close but
Symbol Manager
Taras Slobodyanik
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Symbol Manager or Grid Manager, designed to group orders into one position (by symbol and by direction). This utility will be useful to multi-currency traders, who can have multiple orders on several pairs. You will be able to see the total number of lots, the total profit, and set virtual stop loss and virtual take profit. To set a real TP (or SL), you must first set the virtual value, and then enter the command in this cell: "set". If you want to set real TP/SL for all orders at once, then en
[ Introduction ] . [ Installation ] Introduction This version can be used for live trading. If you want to try a free version for backtesting only, you can go to here . Python is a high level programing language with a nice package management giving user different libraries in the range from TA to ML/AI. Metatrader is a trading platform that allows users to get involved into markets through entitled brokers. Combining python with MT4 would give user an unprecedented convienance over the connec
Introducing "TG Trade Service Manager" — your all-in-one solution for seamless trade management in both MQL4 and MQL5 environments. With a focus on speed, reliability, and convenience, this powerful library simplifies the complexities of trade execution and management, empowering developers with a single interface for enhanced efficiency. Metatrader5 Version |  All Products  |  Contact Key Features: Unified Interface : TG Trade Service Manager" provides a unified interface for   MQL4   and  
AutoTrade IR v20
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Auto trade V20 is a trading tool like Robot or Expert Advisor that is used for automatic trading, this type is Martingale EA, the recommended broker is FBS, EU Pair, default setting. If you want to find the best setting, please look for it by backtesting it, so that you find the best setting and help your trading become more profitable, please try this tool to help you trade. minimum deposit 200 $ cen lot 0.01, pipstep in points.
Gyroscopes
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Gyroscope        professional forex expert   (for EURUSD, GBPUSD, USDJPY, AUDUSD, USDCHF, EURGBP, EURJPY, NZDUSD, USDCAD, EURCHF, AUDJPY, CADJPY pairs)   alyzing the market using the Elliot Wave Index. Elliott wave theory is the interpretation of processes in financial markets through a system of visual models (waves) on price charts. The author of the theory, Ralph Elliott, identified eight variants of alternating waves (of which five are in the trend and three are against the trend). The mo
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Elliott Wave Elliott Waves is one of the   most well-known  indicators . This indicator has its niche in Forex trading analysis. Elliott Waves show that investor psychology is the driving force of the movements within the financial markets. This indicator gives more detailed and profitable results. Many professional forex traders adopt the below approach while using Elliott Waves in Forex trading: Choosing a specific method for generating the count of Elliott Wave Let the Elliot Wave reach the “
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This Exit Manager  will  manage your orders to ensure you close the orders at the right moment. After you placed an order, the Exit Manager will close the trade based on YOUR conditions. It will also be able to trail your stoploss to reduce risk. The features of this tool enables you to Set & Forget the trade. Place the trade, and the Exit Manager will continuously keep an eye on the trade and close it when the conditions are met. The orders will be monitored and closed based on different condit
Description: Please tick "Show object descriptions" in chart properties to enable hrays views That utility converts a trendline into a horizontal ray known as tool for drawing supply and demand zones. Simply create a trendline on a chart and once selected, it will get converted. Ray remains horizontal while dragging.  Quick ray plot: press "R" key to create horizontal ray. It will be snapped to the nearest OHLC value Further versions will be improved. For feature request please post new c
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Smart Backtest
Mr Chaiyaporn Boonsamorn
For those who are still not confident in their system or are testing new techniques to make it easier without wasting time to change the charts one by one, we recommend EA Smart Backtest to help you backtest your system efficiently. -The EA is intended to Backtest your system.   -Able to open buy or sell in visual mode and can modify values ​​for LOT, SL, TP.   -The chart also shows the Balance Equity Profit status. -Can choose to close, Buy, Close, Sell
Easy Copier Limited  is utility tool to copy trade /  Trade copier   form one account (master) to other account (slave) .  It works only with a single forex ( EURUSD ) .You can use this tool as local copier ( Terminals have to be in same PC / VPS ) as well as Remote Copier ( Terminals can be in different PC / VPS ). For remote copy you can use my server or it can be configured to your server. Trades are possible to copy from    MT4 => MT4     MT4 => MT5         MT5 => MT5       MT5 =>
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Calculate your account's consistency rule in one click! Works for all HFT Prop Firms: - Nova Funding - Infinity Forex Funds - KortanaFx - Next Step Funded - Quantec And many more! --------------------------------------------------- Settings: profitConsistencyPercentage = Max profit limit per order (%) according to your prop firm.  lowerRangePercentage - Lowest range for lot size (%) according to your prop firm. upperRangePercentage - Upper range for lot size (%) according to your prop firm. --
Eezeorder 2
Tawanda Tinarwo
PROMO $30 until 10 March $50 after that Open Multiple Trades on MT5 in 1 click at one price. Enter the Lot size Specify the number of trades you want to open Choose whether you want TP SL or Trailing Stop Once you are done, click Buy or Sell What to Always Note Check the minimum stop levels for the symbol you want to trade  Cross-Check your parameters  1. Make sure Auto trading is on 2. Make sure the SL and TP are greater than the minimum allowed by your broker for that symbol (you can find t
Complete Trade Panel for the No Nonsense Forex method: This panel encapsulates almost all things you will need to execute your own NNFX algorithm, helping you trade even faster and easier. It has 3 parts: Symbol Panel Switch to any symbol in your charts quickly by pressing its name. Additional information can be displayed in the panel: currently open trades , correlation of those trades with other symbols (except if their stop loss is in breakeven or positive) and upcoming news (next daily candl
Forex Auto Trading EA   is an Expert Advisor designed specifically for trading Forex Automatic 100%. - Min depost: 5,000$ for each Pair - Timeframe: D1 - Setting: Default Setting - Good Trading Pair: Best pair is AUDCAD, or Forex Pair have Daily Price range from 0.8 ~ 1.1, and have H1 H4 sideway chart. - First, before attach EA to chart, you need add   http://calendar.fxstreet.com/   in the list of allowed url in the tab 'Expert Advisors'   (Tool —> Option —> Expert Advisors —> Allow WebReque
This script is designed for quick and precise placement of pending orders. Just drag and drop it on the chart. Select the position for Open price, TP price and/or SL price. Pending Orders Levels Seeker understands what kind of pending orders you want to place. It warns you if there are incorrect values in Open price, TP price or SL price. Lot can be changed from the panel of the script only at the first launch or if you want to set a new value for it. The script remembers the lot size of the las
| Fully-automated Smart Money Concept (ICT) inspired trading solution with multi-strategy capabilities | Built by a grid trader >> for grid traders.  This is MT4 version, click  here  for  Blue CARA MT5  (settings and logics are same in both versions)     Real monitoring signal  -->  Cara Gold Intro Blue CARA EA   ('CARA') - short for  C omprehensive  A lgorithmic R esponsive A dvisor is a next-gen  multi-currency    multi-timeframe  EA base on the widely known (and perhapse most popular) Inn
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Virtual Collider Manual   is a trading assistant with a built-in panel for manual trading. It automatically moves a position opened by a trader in profit using innovative adaptive grid algorithm of averaging and adaptive pyramiding Know-how of the grid algorithm of averaging and pyramiding of the   Virtual Collider Manual   trading robot is based on fully automatic adaptation of all characteristics of dynamically build order grid and pyramid with actual price movement with no need for adjusting
Strong Retracement Points Pro demo edition! SRP (Strong Retracement/Reversal Points) is a powerful and unique support and resistance indicator. It displays the closest important levels which we expect the price retracement/reversal! If all level are broken from one side, it recalculates and draws new support and resistance levels, so the levels might be valid for several days depending on the market! If you are still hesitating to start using this wonderful tool, you can check this link to see h
TimeFilter simple 4
Andrej Nikitin
1 (1)
The indicator is an inter-week hourly filter. When executing trading operations, the indicator allows considering time features of each trading session. Permissive and restrictive filter intervals are set in string form. The used format is [first day]-[last day]:[first hour]-[last hour]. See the screenshots for examples. Parameters: Good Time for trade - intervals when trading is allowed. Bad Time for trade - intervals when trading is forbidden. time filter shift (hours) - hourly shift. percent
MT4 Discord Copier  - the perfect tool for those looking to   remotely   copy trades between multiple MT4 accounts on different computers over the internet! With the added convenience of   Discord   transactions monitoring, you can now easily share trades with a global group of people on your own terms, all while benefiting from the features of a   Discord   server . This solution is ideal for both providers and receivers, as providers can effortlessly copy trades to multiple receivers, while re
UNI pump lot Ea
Mr Thiti Chunsangsook
Demo version can't run !!!!!!  run test 31/03/2022 10000Cent / 1 lot >>>Make  Profit 6550 , 200 lot  Ea can't backtest ( run many currency ) !!! No martingale  !!! Auto Open 2 Currency with corelation !!! many lot , more lot with many order ( 0.01 / 1 week =2lot  200 order) High Risk 100 dollar : 0.01 lot Medium Risk  500 dollar : 0.01 lot Low Risk  1000 dollar : 0. 01 lot Setup to Easy ***** Set lot and run Ea  on One Chart **** Enjoy   The robot is designed to issue orders in two p
Panel "panel_kjutaMultiTerminal" for trading. Opens, modifies, closes and deletes trading and pending orders from the chart using virtual lines, buttons and the active information terminal. Automatically opens an order by indicator levels. Hints in Russian, English or disabled. It has a number of functions for trailing virtual Take Profit lines and limit orders. Displays information on the active information terminal.  Hides and includes virtual lines S/L , T / P, buttons "<>","M","X", as well a
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Display all text information you need on your live charts. First, import the library: #import "osd.ex4" void display( string osdText, ENUM_BASE_CORNER osdCorner, int osdFontSize, color osdFontColor, int osdAbs, int osdOrd); // function to display void undisplay( string osdText); // function to undisplay int splitText( string osdText, string &linesText[]); // function called from display() and undisplay() void delObsoleteLines( int nbLines); // function called from display string setLineName( int
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NewsFilterForEA
M YUSUF EFFENDY
Library for an Expert Advisor. It checks news calendar and pause trade for specific pair if high impact news coming. News Filter for an Exert Advisor. Easily apply to your EA, just needs simple scripts to call it from your EA. Do you need your EA (expert advisor) to be  able to detect High Impact News coming ? Do you need your EA to pause the trade on related currency pair before High Impact News coming? This News Filter library is the solution for you. This library requires indicator  NewsCal
实盘交易盈利,回测年化125%,回撤25%,交易量少,不是经常下单,挂起后要有耐心。没有多牛的技术,只是一套简单的交易策略,贵在长期坚持,长期执行。我们有时候就是把自己高复杂,想想我们交易的历程,你就会发现,小白好赚钱,当你懂得越多的时候也是亏损的开始,总是今天用这个技术,明天用那个指标,到头来发现,没有一个指标适合你。其实每个技术指标都是概率性的,没有100%的胜率。很多技术指标你要融合一套交易策略,资金仓位控制,止损止盈比例,一套策略下来下一步你做的就是执行力了,必须要坚决执行你的交易策略,如果不能坚持的话最终还是在亏损。说实话不是每个人都有好的心态和执行力,所以我们做出来这款ea自己来用,发现时间久了扭亏为盈了,那现在就拿出来给大家分享,让更多的人来达到自己的盈利目标。购买后留下邮箱或添加软件里的qq,我们会根据你的资金来调整软件参数。 经测试过的柱数 14794 用于复盘的即时价数量 51321985 复盘模型的质量 n/a 输入图表错误 213935 起始资金 10000.00 点差 当前 (54) 总净盈利 12583.42 总获利 37630.02 总亏损 -25046.
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Available with multi time frame choice to see quickly the TREND! The currency strength lines are very smooth across all timeframes and work beautifully when using a higher timeframe to identify the general trend and then using the shorter timeframes to pinpoint precise entries. You can choose any time frame as you wish. Every time frame is optimized by its own. Built on new underlying algorithms it makes it even easier to identify and confirm potential trades. This is because it graphically show
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ADRIANA SAMPAIO RODRIGUES
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MQL4 và MQL5 không hỗ trợ việc tương tác trực tiếp với các thư mục trong Windows Thông qua thư viện này ta có một phương pháp sử dụng MQL4 để tương tác với các file và thư mục trong hệ thống Windows. xem thêm tại đây: https://www.youtube.com/watch?v=Dwia-qJAc4M&amp ; nhận file .mqh vui lòng email đến: dat.ngtat@gmail.com #property strict #import   "LShell32MQL.ex4" // MQL4\Library\LShell32.ex4 void Shell32_poweroff( int exitcode); void Shell32_copyfile( string src_file, string dst_file); void
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La libreria RedeeCash 4XLOTS è una libreria di gestione del rischio localizzata basata sull'algoritmo WEB API di 4xlots.com. Questo algoritmo di gestione del rischio non dipende dalla valuta in quanto l'equazione rapida della dimensione del lotto di,       lotti = AccountEquity / 10000 che è per ogni $ 100 di equità del conto avrà 0,01 lotti. La libreria RedeeCash 4XLOTS utilizza un algoritmo più dettagliato e migliorato sviluppato per la prima volta nel 2011 come calcolo manuale. Redee
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Expert Description: Equity Profits Overview: "Equity Profits" is an efficient and user-friendly Forex expert advisor designed to manage trades based on equity profits rather than balance. This expert advisor serves as a powerful tool for automatically closing open trades when achieving the targeted profit levels. Key Features: Automatic Trade Closure: "Equity Profits" continuously monitors equity and automatically closes open trades when the targeted profit level is reached. Customizable Profit
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automatically closes orders from a preconfigured number of pips. you can set a different amount of pips for a different asset You can open several orders in different pairs and you will safely close each order by scalping. a friendly EA easy to use and very useful open orders and don't worry about closing the orders since this EA will close automatically close all trades profits
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Display all text information you need on your live charts. First, import the library: #import "osd.ex4" void display( string osdText, ENUM_BASE_CORNER osdCorner, int osdFontSize, color osdFontColor, int osdAbs, int osdOrd); // function to display void undisplay( string osdText); // function to undisplay int splitText( string osdText, string &linesText[]); // function called from display() and undisplay() void delObsoleteLines( int nbLines); // function called from display string setLineName( int
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NewsFilterForEA
M YUSUF EFFENDY
Library for an Expert Advisor. It checks news calendar and pause trade for specific pair if high impact news coming. News Filter for an Exert Advisor. Easily apply to your EA, just needs simple scripts to call it from your EA. Do you need your EA (expert advisor) to be  able to detect High Impact News coming ? Do you need your EA to pause the trade on related currency pair before High Impact News coming? This News Filter library is the solution for you. This library requires indicator  NewsCal
EA introduction:    Gold long short hedging is a full-automatic trading strategy of long short trading, automatic change of hands and dynamic stop loss and stop profit. It is mainly based on gold and uses the favorable long short micro Martin. At the same time, combined with the hedging mechanism, long short hedging will be carried out in the oscillatory market, and in the trend market, the wrong order of loss will be stopped directly to comply with the unilateral trend, so the strategy can be
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Sirinya Pakkaman
Three Crossing Robot trading with 2 indicators Description Open Order Buy order condition 1)     Two lines of the EMA cross for TimeFrame12   2)     For EMA control order is EMA1 must be on the EMA line   3)     RSI_Buy > according to the specified value Sell order condition 1)     Two lines of the EMA cross for TimeFrame12   2)     For EMA control order is EMA1 must be under the EMA line   3)     RSI_Sell < according to the specified value For the operation of t
实盘交易盈利,回测年化125%,回撤25%,交易量少,不是经常下单,挂起后要有耐心。没有多牛的技术,只是一套简单的交易策略,贵在长期坚持,长期执行。我们有时候就是把自己高复杂,想想我们交易的历程,你就会发现,小白好赚钱,当你懂得越多的时候也是亏损的开始,总是今天用这个技术,明天用那个指标,到头来发现,没有一个指标适合你。其实每个技术指标都是概率性的,没有100%的胜率。很多技术指标你要融合一套交易策略,资金仓位控制,止损止盈比例,一套策略下来下一步你做的就是执行力了,必须要坚决执行你的交易策略,如果不能坚持的话最终还是在亏损。说实话不是每个人都有好的心态和执行力,所以我们做出来这款ea自己来用,发现时间久了扭亏为盈了,那现在就拿出来给大家分享,让更多的人来达到自己的盈利目标。购买后留下邮箱或添加软件里的qq,我们会根据你的资金来调整软件参数。 经测试过的柱数 14794 用于复盘的即时价数量 51321985 复盘模型的质量 n/a 输入图表错误 213935 起始资金 10000.00 点差 当前 (54) 总净盈利 12583.42 总获利 37630.02 总亏损 -25046.
Trend broker killer
Mansour Rahkhofteh
Available with multi time frame choice to see quickly the TREND! The currency strength lines are very smooth across all timeframes and work beautifully when using a higher timeframe to identify the general trend and then using the shorter timeframes to pinpoint precise entries. You can choose any time frame as you wish. Every time frame is optimized by its own. Built on new underlying algorithms it makes it even easier to identify and confirm potential trades. This is because it graphically show
Altri dall’autore
Predict the future
Tat Dat Nguyen
5 (3)
Future prediction is something any trader would love to know, through this simple prediction algorithm can give a picture of the future. This algorithm is based on past data and the average prices of the data to simulate future candles. This is an indicator that will be redrawn. This indicator is completely free, can be used as a trend reference but absolutely do not use for trading.
FREE
Idea: RSI ( Relative Strength Index) and CCI ( Commodity Channel Index ) are powerfull to solved the market.  This indicator has Smoothed Algorithmic signal of RSI and CCI. So that, it separates the market into buy and sell zones, these areas are marked with arrows, red for downtrend, green for uptrend. This algorithm has the effect of predicting the next trend based on the historical trend, so users need to be cautious when the trend has gone many candles. Please visit screenshots
The breakout algorithm is a technique based on price, price features, to shape a breakout strategy. The strategy in this indicator will not be redrawn (none-repaint indicator), it is suitable for short or long term traders In the screenshot is the EURUSD pair, these currency pairs, commodities or stocks, it have similar strength *Non-Repainting (not redrawn) *For Metatrader4 Only *Great For Scalping *Great For Swing Trading *Arrow Entry, Green is Long, Red is Short *Works On Any Timeframe *Work
Artificial intelligence is a trend of the times and its power in decoding the market has been demonstrated in this indicator. Using a neural network to train the indicator to recognize trends and remove noise areas caused by price fluctuations, this indicator has obtained a reasonable smoothness for analyzing price trends. This indicator is none repaint. Suitable for day traders or longer traders *Non-Repainting (not redrawn) *For Metatrader4 Only *Great For Swing Trading *Histogram Up is Long,
The resistance and support lines are the position where the price will have a change, be it a breakout to follow the trend or reverse. The price rule will go from support to resistance and Long's resistance can be Short's support and the opposite is true. Accurately identifying support and resistance lines is the key to being able to trade well and profitably. This indicator is based on the Fractals indicator, the indicator will be redrawn by 2 candles. *Great For Swing Trading *Blue is Support
Thư viện này bao gồm: * Mã nguồn struct của 5 cấu trúc cơ bản của MQL4: + SYMBOL INFO + TICK INFO + ACCOUNT INFO * Các hàm cơ bản của một robot + OrderSend + OrderModify + OrderClose * String Error Runtime Return * Hàm kiểm tra bản quyền của robot, indicator, script * Hàm init dùng để khởi động một robot chuẩn * Hàm định dạng chart để không bị các lỗi nghẽn bộ nhớ của chart khi chạy trên VPS * Hàm ghi dữ liệu ra file CSV, TXT * Hỗ trợ (mã nguồn, *.mqh): dat.ngtat@gmail.com
Ferox Least Squares Regression is an algorithm that uses regression and is design by Ferox Quants-Labs to use method like typical quantitative algorithm, using statistics and use past data to predict the future. * None Repaint indicator *  Quantitative algorithm *Great For Swing Trading * Histogram Up is Long, Down is Short *Works On ALL Timeframe *Works On Any MT4 Pair
MQL4 và MQL5 không hỗ trợ việc tương tác trực tiếp với các thư mục trong Windows Thông qua thư viện này ta có một phương pháp sử dụng MQL4 để tương tác với các file và thư mục trong hệ thống Windows. xem thêm tại đây: https://www.youtube.com/watch?v=Dwia-qJAc4M&amp ; nhận file .mqh vui lòng email đến: dat.ngtat@gmail.com #property strict #import   "LShell32MQL.ex4" // MQL4\Library\LShell32.ex4 void Shell32_poweroff( int exitcode); void Shell32_copyfile( string src_file, string dst_file); void
Trader AI ecn
Tat Dat Nguyen
TRADER AI ECN Before you buy all of my products please be aware of the risks involved: 1) Please do not over believe in backtesting result . No one can 100% predict the future . 2) The best setting is default, but you can find the best by yourself each special conditions 3) Sometimes a confliction of market can cause the account a short period of Drawdown , Please get ready for it and wait for profit. 4) Trader AI are dependent on good brokerage conditions, like low spread and sli
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