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math.ST2024
Regularized e-processes: anytime valid inference with knowledge-based efficiency gains
Ryan Martin
Classical statistical methods have theoretical justification when the sample size is predetermined. In applications, however, it's often the case that sample sizes are data-depende…
math.ST2024
Which statistical hypotheses are afflicted with false confidence?
Ryan Martin
The false confidence theorem establishes that, for any data-driven, precise-probabilistic method for uncertainty quantification, there exists (non-trivial) false hypotheses to whic…