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stat.ME2021★ 4 cited
A general framework for formulating structured variable selection
Guanbo Wang, Mireille E. Schnitzer, Tom Chen +2
In variable selection, a selection rule that prescribes the permissible sets of selected variables (called a "selection dictionary") is desirable due to the inherent structural con…
stat.ME2018
A stochastic second-order generalized estimating equations approach for estimating intraclass correlation coefficient in the presence of informative missing data
Tom Chen, Eric Tchetgen Tchetgen, Rui Wang
Design and analysis of cluster randomized trials must take into account correlation among outcomes from the same clusters. When applying standard generalized estimating equations (…