activity
20122022
most citedBalancing Covariates via Propensity Score Weighting

970 citations · 1.4k across the 6 of their papers we have counts for

collaborators

6 papers

stat.OT2022★ 1 cited

Examining the role of context in statistical literacy outcomes using an isomorphic assessment instrument

Sayali Phadke, Matthew D Beckman, Kari Lock Morgan

The central role of statistical literacy has been discussed extensively, emphasizing its importance as a learning outcome and in promoting a citizenry capable of interacting with t…

math.ST2017★ 1 cited

Reallocating and Resampling: A Comparison for Inference

Kari Lock Morgan

Simulation-based inference plays a major role in modern statistics, and often employs either reallocating (as in a randomization test) or resampling (as in bootstrapping). Realloca…

stat.AP2017★ 2 cited

Sequential rerandomization

Quan Zhou, Philip Ernst, Kari Lock Morgan +2

The seminal work of Morgan and Rubin (2012) considers rerandomization for all the units at one time. In practice, however, experimenters may have to rerandomize units sequentially.…

stat.ME2016★ 25 cited

Balancing Covariates via Propensity Score Weighting

Fan Li, Kari Lock Morgan, Alan M. Zaslavsky

Covariate balance is crucial for unconfounded descriptive or causal comparisons. However, lack of balance is common in observational studies. This article considers weighting strat…

stat.ME2014★ 970 cited

Balancing Covariates via Propensity Score Weighting

Fan Li, Kari Lock Morgan, Alan M. Zaslavsky

Covariate balance is crucial for unconfounded descriptive or causal comparisons. However, lack of balance is common in observational studies. This article considers weighting strat…

math.ST2012★ 364 cited

Rerandomization to improve covariate balance in experiments

Kari Lock Morgan, Donald B. Rubin

Randomized experiments are the "gold standard" for estimating causal effects, yet often in practice, chance imbalances exist in covariate distributions between treatment groups. If…