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Model Lehoere

NOTE: THIS IS A MULTICURRENCY EXPERT ADVISOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4.


Model Lehoere 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. It only makes exit when the model spread goes further out to higher standard deviations OR when the spread finally reverts back to the 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 close the order pair (with a loss) opened earlier when the model spread crossed the first standard deviation. At the same time (after closing this order pair), the robot will open a new order pair with lot sizes scaled by a factor CR >= 1. This mean if CR >= 1 then the loss made by the first order pair will be recovered by the second (or third) when the model spread reverts back to 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).
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. 
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). 
10. AlertsOn is switching Boolean parameter. When true, recurrent alerts will be shown, otherwise they won’t be shown.
11. RSThreshold is the threshold for R^2 goodness of fit measure (for cointegration model) below which trading will not happen.
12. 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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KonokaSystem is a day trade targeting (0:00 ~13:00) Japan time. The currency pair is USDJPY and trades at the closing price of M5. No grid or martingale logic is used. Both TP and SL are 100Pips, which are slightly larger. (To avoid loss due to large short sale) There are other exit methods using time and technical indicators. With those internal logic, profit and loss are repeated and grow. KonokaSystem is not aimed at increasing the winning rate. Back test (BT) is verified in 20 years. We d
330 USD
NightVision EA
Alexander Kalinkin
NightVisionEA  - 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 monitoring of the NightVision EA: https://www.mql5.com/ru/signals/author/dvrk78 Features Does not
299 USD
Prado
Tatyana Kulyapina
PRADO is a safe expert advisor. Trading strategy complies with FIFO rules. The minimum deposit is 100 dollars. Intraday trading from levels by trend. Monitoring: https://www.mql5.com/en/signals/667212 For tests: period H1 , all ticks. USDJPY tool, settings files can be downloaded in comments, page 4, post #75. Description of settings can be found in the comments, page 6, post #109 . Soon the price of the expert advisor will be increased.
321 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,
2 698 USD
Friday Monday
Konstantin Kulikov
ONLY 4/20 COPIES AVAILABLE AT 380$ NEXT PRICE -> 497$ 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 th
380 USD
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
Ice Forex
Stanislav Tomilov
Price: $599 7 of 10 copies left at this price Next price $699 RECOMMENDED BROKER FOR ICE FOREX Telegram channel:  https://t.me/aura_gold_ea Ice Forex EA is based on Genetic Algorithms and Support Vector Machine Algorithm to trade in the Forex market. In this EA, a new algorithm is used which is capable of generating technical rules to make investments with a given amount of leverage depending on the certainty of the prediction presented. To forecast these predictions, a combination of a Support
599 USD
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Version 2.2 2020.11.12
Added more user-friendly features
Version 2.1 2020.11.04
Input parameter "Continue" has been replaced with input variables "CurLevel", "MinLevel" & "MaxLevel" which adds more flexibility such that a user can now set the last known current, minimum and maximum levels (perhaps after shutdown due to network or power failure).
Version 2.0 2020.10.21
Time frames can now be selected from the list in the input, instead of having to type it.