Examples

Comprehensive examples demonstrating stochpw's features and usage patterns.

Basic Usage

Introduction to fitting permutation weighters and assessing balance improvement

Using multilayer perceptron discriminators for complex confounding patterns

Complete diagnostic workflow with ROC curves, calibration, and balance reports

Alternative loss functions, regularization, and early stopping

Real-world causal inference on the classic Lalonde dataset