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Monte Carlo Simulation
Bootstrap-resamples this strategy's own historical, NET-of-costs R-multiples (same trades the Trading Costs page uses) WITH replacement to build 2,000 alternate trade sequences, each as long as the real historical trade count — this captures the actual distribution's shape (fat tails, losing streaks, the real win rate) rather than assuming a clean win-rate/reward:risk model, and is cost-inclusive by construction. Starting balance $1,000, 1% of current balance risked per trade, compounding.
Caveat: bootstrap resampling assumes trades are independent (no serial correlation) — this project's own regime/walk-forward analysis found session and regime effects that mostly don't survive rigor, which supports independence as a reasonable approximation, but it isn't literally true for a trend-following-style structure strategy in real markets with regime persistence. Treat the figures below as a model of the historical trade distribution's dispersion, not a guarantee of future behavior.
Caveat: bootstrap resampling assumes trades are independent (no serial correlation) — this project's own regime/walk-forward analysis found session and regime effects that mostly don't survive rigor, which supports independence as a reasonable approximation, but it isn't literally true for a trend-following-style structure strategy in real markets with regime persistence. Treat the figures below as a model of the historical trade distribution's dispersion, not a guarantee of future behavior.
Strategy A
Probability of Profit
17.55%
Risk of Ruin (≤50% of start)
63.2%
Median Max Drawdown
65.64%
95th Pct Worst Drawdown
85.49%
Expected Value / Trade
-0.025R
Median Profit Factor
0.955
Final balance after 1,623 trades, across 2,000 simulations — 5th pct $181, 25th pct $345, median $535, 75th pct $830, 95th pct $1,650.
Strategy B
Probability of Profit
53.4%
Risk of Ruin (≤50% of start)
40.7%
Median Max Drawdown
62.06%
95th Pct Worst Drawdown
84.23%
Expected Value / Trade
+0.053R
Median Profit Factor
1.067
Final balance after 1,066 trades, across 2,000 simulations — 5th pct $256, 25th pct $581, median $1,097, 75th pct $2,062, 95th pct $5,400.
