Anytime-valid simulation-based hypothesis testing
stat.ML, cs.LG, math.ST, stat.ME, stat.TH
Submitted: 2026-10-06
Updated: 2026-10-06
Sources
- Approximating Likelihood Ratios with Calibrated Discriminative Classifiers
- Besag-Clifford e-values for unnormalized testing
- The Type-II Error of Test Supermartingales: e-Power versus the Chernoff-Stein Exponent
- Type-II Error Bounds for Test Supermartingales from Lower-Tail Hypotheses
- On the Effectiveness of Hybrid Mutual Information Estimation
- Post-hoc $\alpha$ Hypothesis Testing and the Post-hoc $p$-value
- Representation Learning with Contrastive Predictive Coding
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