Regression-adjusted average treatment effect estimates in stratified randomized experiments

Regression-assisted inference for the average treatment effect in paired experiments

(2018) Colin B Fogarty   BIOMETRIKA

Randomization-based causal inference from split-plot designs

(2018) Anqi Zhao et al.   ANNALS OF STATISTICS

On mitigating the analytical limitations of finely stratified experiments

(2018) Colin B. Fogarty   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

General Forms of Finite Population Central Limit Theorems with Applications to Causal Inference

(2017) Xinran Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Lasso adjustments of treatment effect estimates in randomized experiments

(2016) Adam Bloniarz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Agnostic notes on regression adjustments to experimental data: Reexamining Freedman’s critique

(2013) Winston Lin   Annals of Applied Statistics

Rerandomization to improve covariate balance in experiments

(2012) Kari Lock Morgan et al.   ANNALS OF STATISTICS

Adjusting treatment effect estimates by post-stratification in randomized experiments

(2012) Luke W. Miratrix et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Misunderstandings between experimentalists and observationalists about causal inference

(2008) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Variance identification and efficiency analysis in randomized experiments under the matched-pair design

(2008) Kosuke Imai   STATISTICS IN MEDICINE