Analyze A/B test results with statistical significance, practical significance, sample size validation, sequential vs fixed-horizon guidance, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, deciding whether to ship a variant, or validating experiment setup.