The Ultimate Beginner’s Guide to Forex Trading in 2025
Forex trading has exploded in popularity over the last decade, and in 2025, it remains the largest financial market in […]
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Linear Mean-Reversion Strategies for Portfolio Trading
Linear Mean-Reversion Strategies for Portfolio Trading In Example we determined that the EWA-EWC-IGE portfolio formed with the “best” eigenvector from
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Johansen Cointegration Test Explained for Algorithmic Trading Strategies
Johansen Cointegration Test Explained for Algorithmic Trading Strategies Johansen Cointegration Test Explained for Algorithmic Trading Strategies use the Johansen test.
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How the Hurst Exponent and Variance Ratio Test Reveal Market Behavior
Hurst Exponent and Variance Ratio Test Intuitively speaking, a “stationary” price series means that the prices diff use from its
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How the Augmented Dickey-Fuller Test Enhances Algorithmic Trading Strategies
Augmented Dickey-Fuller Test If a price series is mean reverting, then the current price level will tell us something about
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Mean Reversion Explained: A Beginner’s Guide to This Powerful Trading Strategy
Mean Reversion Explained Whether we realize it or not, nature is filled with examples of mean reversion. Figure .1 shows
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Can Backtesting and Execution Use the Same Program? Supported Asset Classes and Strategies Explained
Can Backtesting and Execution Use the Same Program? The intricacy of establishing a connection with a brokerage or exchange, obtaining
Backtesting Strategies, Platform Selection & Programming: A Complete Guide for Traders
Backtesting Strategies, Platform Selection & Programming Backtesting Strategies: Even if we manage to avoid all the common pitfalls outlined
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When You Should Avoid Backtesting a Trading Strategy
Backtesting a Trading Strategy We have spent much eff ort earlier convincing you that you should backtest every strategy that
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Improve Your Backtesting Accuracy with Statistical Significance and Hypothesis Testing
Improve Your Backtesting Accuracy with Statistical Significance and Hypothesis Testing The issue of finite sample size arises in any backtest
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