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Model Lempetje

Model Lempetje is a forex trading system model packaged into an expert advisor (robot) executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between forex instruments. In the case that there is strong evidence of cointegration the two instruments are traded by the robot as one stationary process. The robot makes entries every time the model spread/deviation (residual time series) crosses a multiple of standard deviation from mean.

To explain this operation further, suppose the model spread crosses the first standard deviation (negative or positive side) away from the mean. Then the robot will open two orders which together act as one order pair for model spread as a synthetic instrument (a stationary one). If the model spread goes further away to cross the second standard deviation from the mean, the robot will NOT close the order pair opened earlier when the model spread crossed the first standard deviation. Rather, the robot will open an additional new order pair with same lot sizes as the previous order pair. This means we will have a grid of order pairs spaced by standard deviation and they only be closed (one by one) as the model spread crosses the multiples of standard deviation on its way towards the mean. The end result is always that when the model mean finally reverts back to the mean there will be net profit in so far as the cointegration model is still valid.

There is a good reason why it is safe to keep opening order pairs as the model spread keeps moving away from the mean. That reason is that, since the model spread is a tested stationary process then it has a tendency of mean reversion and binning this process result in Gaussian histogram profile and this tells us that the probability of model spread moving further and further away from the mean decreases exponentially. It is for this reason that always betting that model spread is bound to revert back to the mean value results in an investment system with a positive expectation value which can be calculated explicitly given the mean and variance of the Gaussian histogram profile.


The robot has various input parameters (set at default settings) some of which are described below:

1. N is the data size for building cointegration model.
2. CR is the common ration for adjusting lot sizes (CR >= 1). Recommended as CR = 1 for this model.
3. Lots is the nominal lot size. Minimum usually 0.01.
4. Magic & magik are magic numbers (should never be the same) used to uniquely identify trades opened by this robot. As such every magic number should be uniquely chosen positive integer.
5. TFrame is the time frame in minutes.
6. MaxLots is the maximum lot size that a user doesn’t want a single trade to exceed.
7. PairOne & PairTwo are two trading instruments which are to tested for cointegration and traded if the test succeeds. The robot will report back if the chosen instruments have weak or no significant cointegration and the user should react by choosing a different combination. Sometimes (not always) it helps to pick the instruments that already known to be correlated (although correlation doesn’t imply cointegration).
8. ModeDemo is the switching Boolean parameter. When true the model will work on Demo accounts but if false it will work on real (or live) accounts.
9. SaveData is the switching Boolean parameter. It switches from data-consuming (but indestructible) mode and data-saving (but prone to inaccuracies if there are internet cuts and temporary disallowed trading conditions set by broker). Mode.
10. AlertsOn is switching Boolean parameter. When true, recurrent alerts will be shown, otherwise they won’t be shown.
11. The Username and Password will be provided by your direct supplier or agent.
12. RSThreshold is the threshold for R^2 goodness of fit measure (for cointegration model) below which trading will not happen.
13. CCThreshold is the threshold for correlation coefficient measure below which no trading will happen.

The robot displays useful measurements on the chart including cointegration model, statistical test, std deviation, model spread, lots ratio, etc.


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ProFx MT4
Sergej Maehler
FxPro Expert Advisor  is a fully automated forex trading robot designed to work on the most traded currency pair EURUSD. The strategy based on breaking through price levels and does not uses lagging indicators, each entry point is calculated using an advanced input filter based on the analysis of the movement of the price chart. Each order is secured by a fixed stop-loss while profits are carried out using a dynamic stepwise algorithm to capture the maximum profit. Live Monitoring, EURUSD H1, D
499 USD
Friday Monday
Konstantin Kulikov
ONLY 19/20 COPIES AVAILABLE AT 280$ NEXT PRICE -> 380$ This EA trades a weekly gap, opening trades on the Friday before the market close and closing trades on Monday morning. I have been using this strategy for a long time with my "Breakthrough Strategy" EA. I intentionally did not over-optimize the sets for "Breakthrough Strategy", as they have been showing good results for a long time on a real account:   https://www.mql5.com/en/signals/395124   . Therefore, as an alternative or addition to t
280 USD
Steady MT4
Andrey Barinov
"Steady" is a 100% adaptive expert advisor based on price movement. It has a built-in unique Smart Recovery algorithm. Only one trade at a time. Every trade has Stop Loss and Take Profit from very beginning, and they do not change. This is for those, who are looking for steady and stable growth over the long run. Take advantage of the launch promo price.   Price will be increased up to $799 starting from November 1-st. "Steady" for MetaTrader5 is here:  https://www.mql5.com/en/market/product
499 USD
Noise Master
Evgeniy Machok
仅剩5本,价格为299美元。 下一个价格-349美元。 全自动EA交易,可在市场低波动时进行夜间交易。 该策略基于一种自动算法,该算法基于具有机器学习元素的技术。 滤除市场“噪音”的能力一直是任何外汇策略的基本要素。 在此EA交易中,此功能已得到充分实施,这使我们可以期望获得足够高百分比的获利交易。 头寸始终受StopLoss和DD参数保护。 通过Noise Master监视交易 我的新产品,交易信号和促销可以在这里找到: https://www.mql5.com/zh/users/alcad83 加我为朋友,并从外汇交易中获利! 不是martingale, 不是网格,不是套利。 “设置并忘记”系统,无需用户参与。 经纪人和存款 任何点差小且订单执行速度快的经纪人都适合交易。 最低存款-$ 100。 货币对,时间范围,终点 建议使用EURUSD,GBPUSD交易。 时间范围-М5。 终端-MetaTrader 4。 参量 AutoLot - 如果为“ true”,则EA会根据帐户余额自行选择交易手数。 Lots - 如果AutoLot
299 USD
Battle Scalper
Andrey Kozak
Battle Scalper is a fully automatic trading robot. The default settings are for the GBPUSD currency pair, H1 timeframe. The robot trades on the principle of accumulating a positive balance by opening trades for a short time at the moments of an impulsive market. The robot places pending orders at the supposed support / resistance points and then accompanies the deal if it worked. If the transaction does not work, the robot removes the pending order. Trading recommendations: Currency pair GBPU
749 USD
Secret
Evgeniy Zhdan
✅ The strategy is based on the determination of the formed figures of technical analysis, candlestick patterns of higher time frames, the degree of volatility variability. ✅ The totality of the data obtained allows the adviser to decide on the start of trading. ✅Dangerous trading methods are not used. ✅ Only 1 order can be opened at a time. The averaging system is not used. ✅ Each open transaction has a stop loss and take profit. Recommended trading instruments (TF 5m): GBPUSD, GBPJPY,
2 200 USD
AW Scalping Dynamics EA
Alexander Nechaev
Advanced trading on trend reversals. The EA does not use grids or martingale. But, if necessary, they can be used in the input settings. 3 types of notifications and position locking when the maximum basket load is reached. The default settings are recommended for EURUSD on the M15 timeframe. How the EA trades:   First of all, when trading, the current trend activity is taken into account (the "   Main Trend filter   " variable). The smaller it is, the higher the probability of a reversal and
395 USD
Ambaru EA
Hadil Mutaqin SE
Ambaru EA is a fully automated trading system which trades based on market movement to identify trend and signs of reversal with breakout strategy. Each trade is protected by Stop Loss and adaptive trade management algorithm to minimize drawdown. The system is optimized for the currency pair EURUSD and recommended to use ECN/STP broker with low spread, low commission and fast execution. Parameters UseMM - set to true to enable auto money management. RiskPercent - risk per trade if UseMM is tru
1 000 USD
Target EA MT4
SAMANEH MAJIDI
Expert Based on Artificial Neural Networks ( ANN ). The EA learn market pattern on past times and use for optimize later tradings based on the learned strategy. Read More About Neural Network. Features : More Easy and Fast Learning Without Complicated input parameters. All TimeFrames and Symbols Supported No Need to Huge and Large Optimizations Use Low Margin for Trading Money Management Options TP/SL/Martingale options Trailing Stop, Break Even Options Light-Weight and Optimized Algorithm (
296 USD
Turbo Scalper M1
Andrey Kozak
TURBO SCALPER M1 is a fully automatic trading robot for the GBPUSD currency pair. The robot works on the M1 timeframe. This is the smallest and most dynamic timeframe on the Metatrader4 platform. The algorithm of the robot's work is to analyze the market dynamics using the analytical module of signals, after which the robot opens pending orders and looks where the price is going. If the price moves in the right direction and breaks through the placed pending order, the robot starts following it
1 250 USD
Wonderful Moment
Jianfeng Yang
精彩瞬间Wonderful Moment 全自动剥头皮 时间图:M15 最低运行成本:100美元 推荐币对: EURUSD AUDCAD EURAUD EURNZD GBPCHF GBPNZD NZDCAD USDSGD CHFSGD https://www.mql5.com/zh/signals/531924 Wonderful Moment.set   5 kb Wonderful Moment点差为30微点回测报告.zip   297 kb 注:币对只是在回测的基础上推荐的 具体挂盘如何 请自行测试  原则上不限制币对 其它币对效果如果 请自行调试测试 所有币对使用建议遵循 先回测 再模拟 最后再实盘的原则  祝大家快乐交易 心想事成 特点: 不使用加仓等策略 可交易多种币对 风险极低 设置固定止损及止盈 盈利比比较科学 该EA使用了众多过滤设置 比如周一什么时候开始下单 周五什么时候结束下单  特别是具体哪个月哪天不交易 可以过滤掉圣诞以及元旦等全球重大节日 极端行情  从而最大限度保证你的账户不受损失 不受损失 需要具有最小差价的ECN帐户  建设使用IC ECN账户类型
288 USD
GeForex GTX Turbo
Mohamed Hamed Mustafa
GEFOREX GTX TURBO is a highly advanced version of SKYNET PRO FX uses the same strategy but incorporates an advanced algorithm using 1 to 10 TrailingsStop independent working levels at different levels to stabilize the job safely. The EA has been tested with Strategy Tester of 99.9% in different trading conditions surpassing all tests. The GEFOREX GTX TURBO is designed to work on ECN accounts with the EURUSD with a small margin Spread. The H1 and M30 chart is recommended. The default settings are
500 USD
The Grand Trader
Stefan Petkov
Copies left at the price of $800 : 3 We have invested more than 200K Euro in our experience. Do you want to join us in our journey ? The Grand Trader is trading with our own REAL MONEY. We are not relying on back-testing! We are confident in our knowledge and experience in the Forex Market!  Live signal monitoring :  https://www.mql5.com/en/signals/831036 Please note that the Backtest has been performed on MT5 terminal due to its ability to test different time frames and different currency pa
800 USD
RocketEA
SERGEI RIEBIN
LAUNCH PROMO: ONLY 6 COPIES OUT OF 10 LEFT AT $499! Next price:        $549 The EA opens trades at the beginning of New York session . This is an ideal time to enter the Forex market as the two largest markets in the world literally overlap each other. During this four-hour period, you can see a great increase in liquidity and volatility provided by both London and New York market participants. The EA analyses the market using the advanced trend filter (ATF). The ATF is a directional filter all
499 USD
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