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CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 58% of retail investor accounts lose money when trading CFDs with this provider. You should consider whether you understand how CFDs work and whether you can afford to take the high risk of losing your money.

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P6.A1-How To Identify Overfit Trading Strategies
Labs

How To Identify Overfit Trading Strategies

In this post, we describe the main features and behaviours of overfit trading strategies, and the risks they pose to both traders and DARWIN investors. Overfit trading strategies typically perform well in backtesting environments, creating the illusion that they exploit the market inefficiency being targeted, really well. However, when deployed in a live trading environment, their performance…
November 15, 20171Comment

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MetaTrader Backtesting – Best Practices for Algorithmic Traders
Labs

MetaTrader Backtesting – Best Practices for Algorithmic Traders

MetaTrader backtesting can be tricky business for algorithmic traders. Follow these best practices to engineer robust, reliable trading strategies. Watch the full video tutorial here (36 minutes). Simulating a strategy's historical performance correctly, increases the probability of it generalizing well to unseen market data in future. As such, it's important that all backtesting be conducted robustly, careful…
October 16, 20172Comments

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Mean Reversion Tests on DARWIN $DWC
Labs

Mean Reversion Tests on DARWIN $DWC

In a previous post - Quantitative Modeling for Algorithmic Traders - we discussed the importance of Expectation, Variance, Standard Deviation, Covariance and Correlation. In this post we'll discuss how those concepts can be applied to DARWIN assets. As a practical example, we will employ a series of statistical tests to assess if DARWIN $DWC is a Mean…
July 9, 20172Comments

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CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 58% of retail investor accounts lose money when trading CFDs with this provider. You should consider whether you understand how CFDs work and whether you can afford to take the high risk of losing your money.

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