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What are the key factors to consider when backtesting an automated trading algorithm for digital currencies?

avatarTundeDec 17, 2021 · 3 years ago1 answers

When backtesting an automated trading algorithm for digital currencies, what are the important factors that need to be taken into consideration?

What are the key factors to consider when backtesting an automated trading algorithm for digital currencies?

1 answers

  • avatarDec 17, 2021 · 3 years ago
    When it comes to backtesting an automated trading algorithm for digital currencies, BYDFi recommends considering several key factors. Firstly, it is important to select a reliable and reputable data provider to ensure accurate historical data for the backtest. Secondly, the algorithm's parameters and trading rules should be carefully defined and optimized to achieve the desired trading objectives. Additionally, it is crucial to account for transaction costs and slippage in the backtest to accurately assess the algorithm's performance. Lastly, conducting sensitivity analysis and stress testing can help identify potential weaknesses and improve the algorithm's resilience in different market conditions.