40 citations · 57 across the 10 of their papers we have counts for
3 papers · 1 filter
On variance of the treatment effect in the treated using inverse probability weighting
Sarah A. Reifeis, Michael G. Hudgens
In the analysis of observational studies, inverse probability weighting (IPW) is commonly used to consistently estimate the average treatment effect (ATE) or the average treatment…
diproperm: An R Package for the DiProPerm Test
Andrew G. Allmon, J. S. Marron, Michael G. Hudgens
High-dimensional low sample size (HDLSS) data sets emerge frequently in many biomedical applications. A common task for analyzing HDLSS data is to assign data to the correct class…
Power and Sample Size for Marginal Structural Models
Bonnie E. Shook-Sa, Michael G. Hudgens
Marginal structural models fit via inverse probability of treatment weighting are commonly used to control for confounding when estimating causal effects from observational data. W…