activity
20212026
most citedCausal inference in network experiments: regression-based analysis and design-based properties

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

math.ST2026

Misspecified regressions with mixed regressors: robust inference and causal interpretation

Mengsi Gao, Peng Ding

For analytic convenience, existing statistical frameworks either assume random or fixed regressors. However, it is a little awkward that they do not cover the practical case of est…

math.PR2026

Coupling and Maximal Inequalities for Graph-Dependent Empirical Processes

Mengsi Gao, Demian Pouzo

We develop maximal inequalities for empirical processes indexed by graph-dependent observations. Our bounds separate the complexity of the indexing class from two features specific…