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stat.ME2022
Guarantees for Comprehensive Simulation Assessment of Statistical Methods
James Yang, T. Ben Thompson, Michael Sklar
Simulation can evaluate a statistical method for properties such as Type I Error, FDR, or bias on a grid of hypothesized parameter values. But what about the gaps between the grid-…
stat.ME2022★ 1 cited
Adaptive Experiments and a Rigorous Framework for Type I Error Verification and Computational Experiment Design
Michael Sklar
This PhD thesis covers breakthroughs in several areas of adaptive experiment design: (i) (Chapter 2) Novel clinical trial designs and statistical methods in the era of precision me…
cs.GT2022
Principal-Agent Hypothesis Testing
Stephen Bates, Michael I. Jordan, Michael Sklar +1
Consider the relationship between a regulator (the principal) and an experimenter (the agent) such as a pharmaceutical company. The pharmaceutical company wishes to sell a drug for…