Linear vs Nonlinear Model Comparison
walk-forward OOS, 20d horizonOLS is the linear baseline. Regime interaction is still OLS, but lets the current macro regime change the factor beta. Random forest is the nonlinear challenger.
| Model Family | Tested | Positive OOS | Best OOS R2 | Best Validated Sharpe | Current Read |
|---|