6 citations · 7 across the 3 of their papers we have counts for
7 papers
Compound Selection Decisions: An Almost SURE Approach
Jiafeng Chen, Lihua Lei, Timothy Sudijono +2
This paper proposes methods for producing compound selection decisions in a Gaussian sequence model. Given unknown, fixed parameters and known with observati…
Causal clustering: design of cluster experiments under network interference
Davide Viviano, Lihua Lei, Guido Imbens +3
This paper studies the design of cluster experiments to estimate the global treatment effect in the presence of network spillovers. We provide a framework to choose the clustering…
Family-wise Error Rate Control with E-values
Will Hartog, Lihua Lei
The closure principle is a standard tool for achieving strong family-wise error rate (FWER) control in multiple testing problems. We develop an e-value-based closed testing framewo…
Estimating the False Discovery Rate of Variable Selection
Yixiang Luo, William Fithian, Lihua Lei
We introduce a generic estimator for the false discovery rate of any model selection procedure, in common statistical modeling settings including the Gaussian linear model, Gaussia…
Nonparametric Identification of Demand without Exogenous Product Characteristics
Kirill Borusyak, Jiafeng Chen, Peter Hull +1
We study identification of differentiated product demand from market-level data when product characteristics can be endogenous. Past work suggests nonparametric identification may…
Compound Estimation for Binomials
Yan Chen, Lihua Lei
Many applications involve estimating the mean of multiple binomial outcomes as a common problem -- assessing intergenerational mobility of census tracts, estimating prevalence of i…