Articoli sull'analisi dei dati e le statistiche in MQL4


Molti trader sono interessati ad articoli sui modelli matematici e sulle leggi delle probabilità. La matematica è la base degli indicatori tecnici e la statistica è fondamentale per l'analisi dei risultati del trading e lo sviluppo di strategie.

Scopri la logica fuzzy, i filtri digitali, il profilo di mercato, le Mappe di Kohonen, il gas neurale e molti altri strumenti utilizzati per il trading.

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How to conduct a qualitative analysis of trading signals and select the best of them

The article deals with evaluating the performance of Signals Providers. We offer several additional parameters highlighting signal trading results from a slightly different angle than in traditional

How to build and test a Binary Options strategy with the MetaTrader 4 Strategy Tester

Tutorial to build a Binary Options strategy an test it in Strategy-Tester of MetaTrader 4 with Binary-Options-Strategy-Tester utility from marketplace

Portfolio trading in MetaTrader 4

The article reveals the portfolio trading principles and their application to Forex market. A few simple mathematical portfolio arrangement models are considered. The article contains examples of

Applying fuzzy logic in trading by means of MQL4

The article deals with examples of applying fuzzy set theory in trading by means of MQL4. The use of FuzzyNet library for MQL4 in the development of an indicator and an Expert Advisor is described as

Deep neural network with Stacked RBM. Self-training, self-control

This article is a continuation of previous articles on deep neural network and predictor selection. Here we will cover features of a neural network initiated by Stacked RBM, and its implementation in

Enhancing the StrategyTester to Optimize Indicators Solely on the Example of Flat and Trend Markets

It is essential to detect whether a market is flat or not for many strategies. Using the well known ADX we demonstrate how we can use the Strategy Tester not only to optimize this indicator for our

Statistical Verification of the Labouchere Money Management System

In this article, we test the statistical properties of the Labouchere money management system. It is considered to be a less aggressive kind of Martingale, since bets are not doubled, but are raised

Sui metodi di analisi tecnica e previsione di mercato

L'articolo dimostra le capacità e il potenziale di un noto metodo matematico abbinato al pensiero visivo e a una prospettiva di mercato "fuori dagli schemi". Da un lato, esso è scritto per attirare

Tecnica di test (ottimizzazione) e alcuni criteri per la selezione dei parametri dell'Expert Advisor

Non ci sono problemi a trovare il Santo Graal dei test, è tuttavia molto più difficile liberarsene. Questo articolo affronta la selezione dei parametri operativi di Expert Advisor con l'elaborazione

Research of Statistical Recurrences of Candle Directions

Is it possible to predict the behavior of the market for a short upcoming interval of time, based on the recurring tendencies of candle directions, at specific times throughout the day? That is, If

Checking the Myth: The Whole Day Trading Depends on How the Asian Session Is Traded

In this article we will check the well-known statement that "The whole day trading depends on how the Asian session is traded"

Using Neural Networks In MetaTrader

This article shows you how to easily use Neural Networks in your MQL4 code taking advantage of best freely available artificial neural network library (FANN) employing multiple neural networks in your

Genetic Algorithms vs. Simple Search in the MetaTrader 4 Optimizer

The article compares the time and results of Expert Advisors' optimization using genetic algorithms and those obtained by simple search

MQL4 as a Trader's Tool, or The Advanced Technical Analysis

Trading is, first of all, a calculus of probabilities. The proverb about idleness being an engine for progress reveals us the reason why all those indicators and trading systems have been developed

Multiple Null Bar Re-Count in Some Indicators

The article is concerned with the problem of re-counting of the indicator value in the MetaTrader 4 Client Terminal when the null bar changes. It outlines general idea of how to add to the indicator

How to Use Crashlogs to Debug Your Own DLLs

25 to 30% of all crashlogs received from users appear due to errors occurring when functions imported from custom dlls are executed

Information Storage and View

The article deals with convenient and efficient methods of information storage and viewing. Alternatives to the terminal standard log file and the Comment() function are considered here

One-Minute Data Modelling Quality Rating

One-Minute Data Modelling Quality Rating

Genetic Algorithms: Mathematics

Genetic (evolutionary) algorithms are used for optimization purposes. An example of such purpose can be neuronet learning, i.e., selection of such weight values that allow reaching the minimum error

How to Evaluate the Expert Testing Results

The article gives formulas and the calculation order for data shown in the Tester report

What the Numbers in the Expert Testing Report Mean

Article explains how to read testing reports and to interpret the obtained results properly

Strategy Tester: Modes of Modeling during Testing

Many programs of technical analysis allow to test trading strategies on history data. In the most cases, the testing is conducted on already completed data without any attempts to model the trends