This article reviews recent progress in high-dimensional bootstrap. We first review high-
dimensional central limit theorems for distributions of sample mean vectors over the …

When considering multiple-hypothesis tests simultaneously, standard statistical techniques
will lead to overrejection of null hypotheses unless the multiplicity of the testing framework is …

This article reviews important concepts and methods that are useful for hypothesis testing.
First, we discuss the Neyman-Pearson framework. Various approaches to optimality are …

I follow The Design of Experiments, using randomization statistical inference to test the null
hypothesis of no treatment effects in a comprehensive sample of 53 experimental papers …

How effective is fact checking in countervailing “alternative facts,” ie, misleading statements
by politicians? In a randomized online experiment during the 2017 French presidential …

Randomization inference or permutation tests are only sporadically used in economics and
other social sciences—this despite a steep increase in randomization in field and laboratory …

This study presents evidence on the role of social environment for the formation of
prosociality. We show that socioeconomic status (SES) as well as intensity of mother-child …

High-quality early childhood programs have been shown to have substantial benefits in
reducing crime, raising earnings, and promoting education. Much less is known about their …

A substantial literature shows that US early childhood interventions have important long-
term economic benefits. However, there is little evidence on this question for developing …

There has been a recent interest in reporting p-values adjusted for the resampling-based
stepdown multiple testing procedures proposed in Romano and Wolf (2005a, b). The …