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QuantStats Performance Tear Sheet

Synthetic Verification Demonstration

This QuantStats tear sheet executes statistical risk and drawdown calculations across an illustrative synthetic portfolio return sample (\(N=100\)) to benchmark mathematical estimator pipelines under controlled conditions.

Sharpe Ratio 0.37
Sortino Ratio 0.58
Max Drawdown -12.72%
Calmar Ratio 0.40
Tail Ratio 1.00
Win Rate 50.0%
Profit Factor 1.06

Model Risk Management Overview

Midgley's 5-day out-of-time forecasting returns are continuously evaluated against baseline buy-and-hold RBOB gasoline futures to compute risk-adjusted performance statistics.