11 citations · 23 across the 6 of their papers we have counts for
7 papers
Incentive-Theoretic Bayesian Inference for Collaborative Science
Stephen Bates, Michael I. Jordan, Michael Sklar +1
Contemporary scientific research is a distributed, collaborative endeavor, carried out by teams of researchers, regulatory institutions, funding agencies, commercial partners, and…
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-…
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…
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…
Improving the Power of the Randomization Test
Abba M. Krieger, David Azriel, Michael Sklar +1
We consider the problem of evaluating designs for a two-arm randomized experiment with the criterion being the power of the randomization test for the one-sided null hypothesis. Ou…
Optimal Rerandomization via a Criterion that Provides Insurance Against Failed Experiments
Adam Kapelner, Abba M. Krieger, Michael Sklar +1
We present an optimized rerandomization design procedure for a non-sequential treatment-control experiment. Randomized experiments are the gold standard for finding causal effects…
Semi-Supervised linear regression
David Azriel, Lawrence D. Brown, Michael Sklar +3
We study a regression problem where for some part of the data we observe both the label variable () and the predictors (), while for other part of the data only the pre…