activity
20162021
most citedImproving the Power of the Randomization Test

3 citations · 4 across the 2 of their papers we have counts for

collaborators

5 papers

stat.ME20211 cited

Better Experimental Design by Hybridizing Binary Matching with Imbalance Optimization

Abba M. Krieger, David Azriel, Adam Kapelner

We present a new experimental design procedure that divides a set of experimental units into two groups in order to minimize error in estimating an additive treatment effect. One c…

stat.ME20203 cited

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…

stat.ME2019

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…

stat.ME2018

Harmonizing Fully Optimal Designs with Classic Randomization in Fixed Trial Experiments

Adam Kapelner, Abba M. Krieger, Uri Shalit +1

There is a movement in design of experiments away from the classic randomization put forward by Fisher, Cochran and others to one based on optimization. In fixed-sample trials comp…

stat.AP2016

Optimal Experimental Designs for Estimating Henry's Law Constants via the Method of Phase Ratio Variation

Adam Kapelner, Abba Krieger, William J. Blanford

When measuring Henry's Law constants () using the phase ratio method via headspace gas chromatography (GC), the value of of the compound under investigation is calculate…