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PersistentAnti

Persistence and Anti-Persistence

PersistentAnti Forex expert advisor explores the idea of trend persistency. It is believed that the Forex market charts may switch between persistent and anti-persistent modes. In a persistent mode, the established trend is likely to continue. In an anti-persistent mode, a positive change is likely to be followed by a negative one, and a negative change will probably be followed by a positive one. Obviously, such a property, when detected, can be of great help to any trader. Going with the trend in a persistent mode and catching a reversal in ananti-persistent mode seems like a good idea for an effective trading strategy.


Applying the Concept

There are many ways to detect current (or, more precisely, past) persistence or anti-persistence state of the market, including Hurst exponent, Z-Score and others. Unfortunately they all have some significant disadvantages. The presented expert advisor uses a simple, albeit naïve, method to assess the short-term (anti-)persistence. It counts the bars that followed the direction of a previous bar and compares the resulting number with the number of bars that did not follow the direction of a previous bar during some (short) period. If the share of persistent bars exceeds some set threshold, the chart is believed to be in a persistent mode. If the share of anti-persistent bars exceeds the same threshold, the chart is considered to be in an anti-persistent mode. If neither number of persistent bars nor number of anti-persistent bars exceeds the threshold, the EA considers the current mode as unclear and abstains from entering new positions.

The most interesting part is that this expert advisor trades contrary to the detected mode. It will use a buy trade following a bearish bar and a sell trade following a bullish bar in a persistent mode. At the same time, it will issue a sell order following a bearish bar and a buy order following a bullish bar in an anti-persistent mode. This behavior seems completely out of logic, but it is a result of backtesting (without any over-optimization). Since the EA opens a position at the beginning of a bar and closes at the beginning of the next one (or the bar after the next one, etc.) without applying any stop-loss or take-profit levels, the strategy is completely reversible. Of course, you are free to experiment with reversing it back — there is an input parameter for that. Remember, that with a reversible EA, if your backtests result in big losses, you can always reverse it and end up with gains.


Trading Algorithm

The expert advisor is very simple and so is its algorithm of actions:

  1. On new bar opening, go through previous N bars.
  2. For each bar check if the preceding bar was bullish or bearish. Then compare it to the bar in the current iteration.
  3. If both are bullish or both are bearish, record one point for the persistent mode. If bars' directions differ, record a point for theanti-persistent mode.
  4. Close previous position if a position in opposite direction should be opened or if neither persistence nor anti-persistence has been detected.
  5. If Reverse is turned on (default) and ratio of persistent bars exceeds the given value, sell after a bullish bar or buy after a bearish one. If the anti-persistent bars prevail, sell after a bearish bar or buy after a bullish one.
  6. If Reverse is turned off and ratio of persistent bars exceeds the given value, buy after a bullish bar or sell after a bearish one. If theanti-persistent bars prevail, buy after a bearish bar or sell after a bullish one.

This is it.


Backtest Results

The backtest of the PersistentAnti expert advisor was performed on the 50-month period of the EUR/USD W1 chart. A fixed position volume of 0.1 standard lot has been used. Net profit was $1,996 on $10,000 starting account balance with the maximum relative drawdown at 9.19%. This drawdown period lasted for more than a year, which is quite long. You must be prepared to face long-term losing periods if you plan trading with this EA.


Input Parameters

  • N (default = 10) - the number of bars to look back for (anti-)persistence detection.
  • Ratio (default = 0.66) - the ratio of (anti-)persistent bars to consider opening a new position or resuming with the current one.
  • Reverse (default = true) - if true, trades contrary to the detected market persistence mode, otherwise trades in accordance with it.
  • Lots (default = 0.1) - the number of standard Forex lots to open positions for. Ignored if MM = true.
  • Slippage (default = 100) - the acceptable price slippage in pips.
  • MM (default = false) - if true, fixed fractional position sizing will be used.
  • MaxPositionSize (default = 5) - the maximum position size in standard lots when MM = true.
  • OrderComment (default = "PersistentAnti") - the commentary for positions opened by this EA.
  • Magic (default = 2013041816277982) - the order magic number to filter positions opened by this EA. Used only in MetaTrader 4.

This EA is ECN-safe. You can freely use this expert advisor with ECN (market execution) brokers as it either does not apply any stop-loss and take-profit levels in its trading orders or sends only pending orders.

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Super Trade AI  ***** Super Trade AI ***** 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) Super Trade AI are dependent on good brokerage conditions, l
5 000 USD
Aura Gold EA
Aura Gold EA
Stanislav Tomilov
Price: $995 4 of 10 copies left at this price Next price $1395 Aura Gold EA  is a fully automated EA designed to trade GOLD only. It is based on machine learning cluster analysis and genetic algorithms. EA contains self-adaptive market algorithm, which uses price action patterns and standard trading indicators (CCI,ATR). Expert showed stable results on XAUUSD in 2011-2020 period. No dangerous methods of money managment used, no martingale, no grid, scalp or hedge. Suitable for any broker condit
995 USD
ATS Advisor
ATS Advisor
Ivan Bebikov
The MT5 version of the expert Advisor is here -  https://www.mql5.com/en/market/product/54481 (In MT5 and MT4 versions, there may be slight differences due to the implementation of the code on MT5) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Fully automatic adviser, with a system for recovering from losses. The strategy is based on the breakdown of signific
399 USD
Ninja Wolf Robot GMT
Ninja Wolf Robot GMT
Mohammed Mahajna
------------------------------so important : please adjust the (shift hour inputs ) based on you broker gmt time ---------------- https://t.me/NinjaWolfRobot  Telegram channel  4 copies left for 449$  next price 549$ FINAL PRICE : 3499$  checkout the new two robots from IROBOT TEAM here :  SHARK and INFERNO Robots  https://www.mql5.com/en/market/product/68110 https://www.mql5.com/en/market/product/68914 the Robot has passed all stress-testes in tough conditions. it's in   a real
449 USD
GerFX Kuddelmuddel EA
GerFX Kuddelmuddel EA
Exler Consulting GmbH
Before you buy this EA, please be aware that: 1) Past performance is no guarantee of future profitability (the EA could also make losses).  2) The backtests shown (e.g. in screenshots) are highly optimized to find the best parameters but therefore do not give a realistic prediction of future profitability. This EA/strategy is something new on the market. It does not use the typical strategies like momentum / trend, asian scalping, S/R-Level scalping or any type of grid/martingale. It is able to
600 USD
NightTradeEA
NightTradeEA
Mikhail Voropaev
- Супер акция: 10 копий по цене $199!!! (осталось 3 копии) - Следующая цена: $249 Очень важно!!!!! Для тестирования и работы советника обязательно загрузите файл с настройками для соответствующей валютной пары и установите самый первый параметр - время вашего брокера от GMT!!! NightTradeEA - полностью автоматический торговый советник. Основная стратегия советника - ночной скальпинг в период перехода от американской к азиатской сессии. Советник был успешно опробован на реальных торговых счетах на
199 USD
EA Smoke
EA Smoke
Vitali Vasilenka
Anger conquers fear p.s Thomas Shelby  LAST 4 OUT OF 10 COPIES AT $149 Next price will be $449. link to settings https://www.mql5.com/en/market/product/61022#!tab=comments&page=20&comment=23594680   Recommended pairs for trading Working pairs USDCAD, EURCHF, EURUSD, USDCHF, EURAUD, AUDUSD, GBPUSD      Timeframe M5 The Expert Advisor is based on the second indicator of trend determination with modification of control of transactions The EA independently determines the dire
149 USD
NightVision EA
NightVision EA
Alexander Kalinkin
NightVision EA  - is an automated Expert Advisor that uses night scalping trading during the closing of the American trading session. The EA uses a number of unique author's developments that have been successfully tested on real trading accounts. The EA can be used on most of the available trading instruments and is characterized by a small number of settings and easy installation. Live signal for NightVision EA:    https://www.mql5.com/ru/signals/author/dvrk78 Recommended FX broker :  IC Marke
449 USD
EA Machine
EA Machine
Yury Zaikouski
My Name is Yuri - I'm a Trader! For many years I have been buying a lot of trading EAs. But all of them were not suitable for my trading style For more than a year I've been developing my own trading system My robot with all my skills and many years of trading on the market is ready!   Forget about beautiful backtests: EA Machine is already ahead of the curve! The truth is this. The biggest problem with most automated trading systems is that they all show beautiful backtests, but few ac
149 USD
Market Reversal Alerts EA
Market Reversal Alerts EA
LEE SAMSON
The Market Reversal EA is powered by the indicator of the same name ( available here ) and trades based on market structure shifts. The EA will by default take a trade every time a market reversal alert is sent by the indicator and will trade those alerts based on the conditions and filters you set in the EA settings. The EA draws support rectangles as price moves in it's current trend direction and trades when price reverses sharply and signals a market structure shift or a re-test of the rever
199.50 USD
TakePropips Golden Expert
TakePropips Golden Expert
Eric John Pajarillaga Aldana
TakePropips Golden Expert   is a trading robot specifically developed for trading Gold (XAUUSD).  This EA automatically detects high probability trade setups using advance trend algorithm! It is based on price action and a combination of key technical indicators to determine future price movements. The EA was optimized using a 1:1 risk/reward ratio so this EA will have the same size for take profit and stop loss! Main Features: All Orders Are Protected By Stop Loss Avoids unnecessary huge loss
150 USD
GerFX Density Scalper
GerFX Density Scalper
Exler Consulting GmbH
IMPORTANT: Please contact me after buying or renting for the correct key paramter.  Before you buy a night scalper please be aware of the risks involved: 1) Past performance is no guarantee of future profitability (the EA could also make losses).  2) The backtests shown (e.g. in screenshots) are highly optimized to find the best parameters but therefore results cannot be transferred to live trading. 3) Any mean reversion can get caught on the wrong side of a fast movements due to unexpected new
2 000 USD
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AmazingForex
AmazingForex
Xianba Xia
Introduction Amazing Forex (MetaTrader indicator) — is a cyclical oscillator created by calculating the stochastic over stochastic over a MACD line using cycles. The result is the improved version of the oscillator that isn't choppy during the trends and reacts to the changes very fast. It was developed by Doug Schaff, who assumed that the currency trends accelerate and decelerate in cycles. Its algorithm was made public in 2008. Schaff Trend Cycle tries to combine two different methods of deter
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Weekly Breakout Expert Advisor
Weekly Breakout Expert Advisor
Xianba Xia
Weekly Breakout Forex Expert Advisor  trades in the direction of a breakout from a previous week's range. It uses the Low of the previous week as the stop loss for its buy orders, and it uses High of the previous week as the stop loss level for its sell orders. If the new week starts within the previous week's trading range, the EA uses two pending stop orders to implement its strategy. They will expire at the end of the week if not triggered. If the week starts outside the previous week's range
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Heiken Ashi Naive
Heiken Ashi Naive
Xianba Xia
Introduction Heiken Ashi Naive is a MetaTrader Expert Advisor based on Heiken Ashi charting system through the platform's standard indicator by the same name. The employed trading system is naive in a way that it interprets only two latest Heiken Ashi candles and does not apply any complex pattern analysis. The only trick is that the Expert Advisor trades against the supposed trend direction, confirmed by current Heiken Ashi setup. Its biggest advantage is that it has no input parameters to opti
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Broker Scalp
Broker Scalp
Xianba Xia
Broker Scalp Trade strategy is one of the most popular fundamental Forex trading strategies. It is used not only by the common retail traders but also by the big hedge funds. The main principle of the carry trade strategies is to buy currency with a high interest rate and sell one with a low interest rate. Such setup offers profit not only from the currency pair's fluctuations but also from the interest rate difference (overnight interest rate).  This strategy should only be applied under the no
100 USD
Trend Indicators
Trend Indicators
Xianba Xia
This indicator does exactly what its name is telling you. It shows where the trend begins, where it ends and where there is no trend at all. It's based on standard MetaTrader ADX (Average Direction Movement Index) indicators and works quite fast. Trend Indicators displays itself in the main chart window. Available for MetaTrader 4 and MetaTrader 5 platforms. Input parameters period (default = 5) — period of the ADX indicator. Warning You should be warned that this indicator redraws the curre
100 USD
Third Generation Moving Average
Third Generation Moving Average
Xianba Xia
Description 3rd Generation Moving Average MetaTrader indicator - is an advanced version of the standard moving average (MA), which implements a rather simple lag-reducing procedure based on the longer MA period. The method was first described by M. Duerschner in his article Gleitende Durchschnitte 3.0 (in German). The presented version uses λ = 2, which provides the best possible lag-reducing. Higher λ increases similarity with the classic moving average. The indicator is available for both MT4
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Aroon Up and Down
Aroon Up and Down
Xianba Xia
Aroon Up & Down MetaTrader indicator - detecting the local tops and bottoms of the chart it was applied to, this indicator provides the signals for buying and selling the currency pairs when they rise up from the bottom and fall from the top. The cross of the indicator lines provide a good signal to take the profit or to exit with a minimum loss. This indicator can send sound and e-mail alerts on the cross. It is available in both MetaTrader 4 and MetaTrader 5 versions. Input parameters: Aroon
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USDX For MT4
USDX For MT4
Xianba Xia
USDX (MetaTrader indicator)  — calculates the dollar index (USDX or DXY) using the EUR/USD, USD/JPY, GBP/USD, USD/CAD, USD/CHF and USD/SEK currency pairs. The formula used for calculation is the following: USDX = 50.14348112 × EURUSD -0.576  × USDJPY 0.136  × GBPUSD -0.119  × USDCAD 0.091  × USDSEK 0.042  × USDCHF 0.036 The resulting indicator resembles USDX — a dollar index traded on ICE. The index was introduced in 1973 at an initial value of 100. The rules for its calculation were updated onl
100 USD
Trade Assistant
Trade Assistant
Xianba Xia
Trade Assistant MetaTrader indicator - a multi-timeframe indicator that is based on three standard indicators: Stochastic, RSI (Relative Strength Index) and CCI (Commodity Channel Index). It displays current trend directions for M5, M15, M30, H1, H4 and D1. When you follow such an indicator you have the clear picture of the trends in all important timeframes. It doesn't matter to what timeframe chart you attach this indicator. It's also not recommended to change any input parameters. The indicat
100 USD
Martingale Trading System
Martingale Trading System
Xianba Xia
Martingale trading system - is based on the popular betting (gambling) system of the 18th century France. The main principle of this system is to double the bet each time you lose so that if you win (considering a 100% bet win/loss each time) you recover a previous loss and will also gain the first bet amount. If one had an infinite amount of money, this strategy would be a sure-fire thing as with the infinite amount of bets the necessary result will with probability 1 eventually come. The probl
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Martingale
Martingale
Xianba Xia
Introduction A martingale is any of a class of betting strategies that originated from and were popular in 18th century France. The simplest of these strategies was designed for a game in which the gambler wins his stake if a coin comes up heads and loses it if the coin comes up tails. The strategy had the gambler double his bet after every loss, so that the first win would recover all previous losses plus win a profit equal to the original stake. The martingale strategy has been applied to roul
100 USD
HistoryRecordAnalysis
HistoryRecordAnalysis
Xianba Xia
This is a good tool for the analysis of transaction history records in Forex platform, and it can display the history of transactions recorded on the chart, while the time and the price are displayed in the form of a two-dimensional graph. It is convenient for the traders analyzing transaction records of others, or summarizing their own ones in order to improve the level of trading in the Forex market. Instructions Buy Orders: Opening position is a red box, the box values are opening prices; c
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BreakOut indicator
BreakOut indicator
Xianba Xia
BreakOut (MetaTrader indicator) — indicates the distance of the current price (Close or High/Low) from breaking out of the recently set support or resistance levels, which are detected using local minimums and maximums. Input parameters L  (default = 50) — period of the indicator. The higher is the value the less breakouts are signaled but the better their quality. PriceType  (default = 1) — type of price to be used in calculations. In theory, Close is better for daily/weekly timeframes, High/
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TwoLines MACD
TwoLines MACD
Xianba Xia
Descriptions The MACD series proper was invented by Gerald Appel in the 1970s. Thomas Aspray added the divergence bar graph to the MACD in 1986, as a means to anticipate MACD crossovers, an indicator of important moves in the underlying security. The following R language code computes the three series of the MACD indicator from a given price series "stockPrices": MACD = [stockPrices,12]EMA - [stockPrices,26]EMA signal = [MACD,9]EMA divergence = MACD – signal Input Parameters FastEMA: Fast moving
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Overlap
Overlap
Xianba Xia
Introduction We always need to compare two currency pairs trend many times and to find what is the relationship? Is inversely proportional relationship or relationship, or nothing, of course, the most direct way is to put the two currencies in comparison with in the same chart, this is the original intention of the development of this indicator. Now is the time for the technology to achieve as below. Parameters SubSymbol - The currency need to add for comparison. BullBarColor - The color of the
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SmartTime
SmartTime
Xianba Xia
Introduction Smarttime is an intelligent trading system, in extremely bad market it can maintain a stable profit. It will automatically identifies at what time the transaction should be done and at what time you can not trade. When some major data release, the system will automatically close the transaction, such as NFP time, ADP data released time, intelligent system at that time will not trade. In other times, such as the European trading time, trading hours of the American segment, SmartTime
100 USD
MagicUpDown
MagicUpDown
Xianba Xia
Magic Up Down (MetaTrader indicator) — will show you where the CCI cross with the zero occur (marking it with the red or blue arrow) to help you decide whether to go short or long. It has a minimal lag and a relatively high accuracy. This simple indicator is a good choice for those traders that prefer to keep it simple and hate complex indicators. The indicator is available in MT4 and MT5 versions. Parameters As you can see, this indicator gives direct signals for buy (blue arrow pointing up)
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Morgan
Morgan
Xianba Xia
Morgan EA is not an automated trading robot. It has no trading strategy implemented inside. The only purpose of this expert advisor is to execute trades via pending orders based on some chart objects: trend lines, horizontal lines or equidistant channels. In addition to straightforward execution of breakout trades, it is also able to execute a pull-back trade with this EA if you have missed the breakout point for some reason. The main advantage of Morgan is its ability to set and adjust pending
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Rhino
Rhino
Xianba Xia
Rhino Forex is a very complicated Expert Advisor. It uses many standard MetaTrader 4 indicators (like moving averages and envelopes) to determine the position entry and exit points as well as position parameters. This EA has many input parameters and internally stored data sets for each of the five currency pairs it can be used to trade with. The abundance of the indicators and conditional checks make Rhino EA a little slower for CPU to process. Warning! The latest backtest of this EA on the per
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ThreeKLines
ThreeKLines
Xianba Xia
Outline A strategy based on K-line shape requires only three K-lines. Grasping opportunities quickly when the market is emotional can not only get into the market as soon as possible, but also make great profits. Understand the market through three K-lines. Parameter Lots: The basic position at the time of placing an order is 0.1 by default. SlipPage: Consider the impact of sliding points in trading,Default 3 base points.
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Third Generation Moving Average For MQL5
Third Generation Moving Average For MQL5
Xianba Xia
Description 3rd Generation Moving Average MetaTrader indicator - is an advanced version of the standard moving average (MA), which implements a rather simple lag-reducing procedure based on the longer MA period. The method was first described by M. Duerschner in his article Gleitende Durchschnitte 3.0 (in German). The presented version uses λ = 2, which provides the best possible lag-reducing. Higher λ increases similarity with the classic moving average. The indicator is available for both MT4
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Spike Trader
Spike Trader
Xianba Xia
Spike Trader Forex Expert Advisor is based on the idea of spike bars preceding movement in the opposite direction to the spike. This EA was inspired by the trading strategy described in May 2012 issue of  Currency Trader  magazine. The spike is defined as a bar that is higher than previous  BarsNumber  bars, higher than previous bar by  PercentageDifference  and that closed in the lower  ThirdOrHalf  part of its length. For bullish signal, everything is inverted. The position is kept open until 
100 USD
SuperMacd
SuperMacd
Xianba Xia
The Chinese index called MACD trend, belongs to the kind of index, which is composed of five parts including the long-term average MACD, short line DIF, red energy column (bull), green energy column (short), O axis (straddle the line). It uses the short-term moving average DIF and long-term line MACD cross as a signal. The cross signal generated by the MACD index is relatively slow, and it is better to use the corresponding trading strategy. Indicator parameters MaFast - Fast exponential movin
100 USD
BreakoutTrend
BreakoutTrend
Xianba Xia
Breakout Trend Forex expert advisor   trades in the direction of a breakout from a previous eight-hours' range. It uses the Low of the previous eight-hours  as the stop-loss for its buy orders, and it uses High of the previous eight-hours  as the stop-loss level for its sell orders. If the new hours starts within the previous eight-hours' trading range, the EA uses two pending stop orders to implement its strategy. They will expire at the end of the hours if not triggered. If the hours starts o
150 USD
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