Among the trading algorithms tested were high frequency day trading strategies, scalping strategies, swing trading strategies, long-term buy and hold strategies, trend following strategies, volume based strategies, breakout strategies, momentum based strategies, and hundreds more. All strategies were tested in Bull Market, Bear Market, and sideways market conditions. Strategies were tested with varying take profit levels, varying stop loss and trailing stop loss levels, and varying position sizes. Strategies were also fully tested with Monte Carlo analysis which provides a quantitative model for future performance.
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