52 citations · 106 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
Data Integration through outcome adaptive LASSO and a collaborative propensity score approach
Asma Bahamyirou, Mireille E. Schnitzer
Administrative data, or non-probability sample data, are increasingly being used to obtain official statistics due to their many benefits over survey methods. In particular, they a…
Modeling Treatment Effect Modification in Multidrug-Resistant Tuberculosis in an Individual Patient Data Meta-Analysis
Yan Liu, Mireille Schnitzer, Guanbo Wang +6
Effect modification occurs while the effect of the treatment is not homogeneous across the different strata of patient characteristics. When the effect of treatment may vary from i…