Backtesting Guides

Learn how to design, run, and evaluate trading strategy backtests. From basic principles to advanced validation techniques like walk-forward analysis and Monte Carlo simulation.

Education

Top 10 Backtesting Mistakes That Destroy Strategies

Avoid survivorship bias, lookahead bias, overfitting, and other common errors that make backtests unreliable.

June 1, 2026 10 min read

Advanced

Walk-Forward Analysis: Validate Strategies on Unseen Data

Why walk-forward analysis is the gold standard for proving your trading strategy is robust, not curve-fitted.

June 12, 2026 9 min read

Advanced

Monte Carlo Simulation for Trading Strategy Validation

Use Monte Carlo simulation to estimate the probability of drawdowns, ruin, and profitable outcomes from your backtest.

June 8, 2026 8 min read

Education

Understanding Sharpe Ratio in Backtesting

A deep dive into risk-adjusted returns and why the Sharpe ratio is essential for evaluating trading strategy performance.

May 10, 2026 6 min read

Advanced

Bayesian Optimization for Trading Parameters

How to use Bayesian optimization to find the best parameters for your trading strategies efficiently.

May 5, 2026 10 min read