Visualizing Equity Curves with Prediction Intervals
Overview
Raw equity curves are noisy. Add confidence intervals: 68% and 95% bands around cumulative return. Bands widen during high-volatility regimes, tighten during calm. Visual inspection reveals: is performance consistent? Do intervals contain zero (breakeven)? Are drawdowns contained?