160 citations · 168 across the 11 of their papers we have counts for
4 papers · 1 filter
Novel Non-Negative Variance Estimator for (Modified) Within-Cluster Resampling
Daniel Xu, Pamela Shaw, Ian Barnett
This article proposes a novel variance estimator for within-cluster resampling (WCR) and modified within-cluster resampling (MWCR) - two existing methods for analyzing longitudinal…
Combining multiple imputation with raking of weights: An efficient and robust approach in the setting of nearly-true models
Kyunghee Han, Pamela A. Shaw, Thomas Lumley
Multiple imputation provides us with efficient estimators in model-based methods for handling missing data under the true model. It is also well-understood that design-based estima…
Regression to the Mean's Impact on the Synthetic Control Method: Bias and Sensitivity Analysis
Nicholas Illenberger, Dylan S. Small, Pamela A. Shaw
To make informed policy recommendations from observational data, we must be able to discern true treatment effects from random noise and effects due to confounding. Difference-in-D…
Raking and Regression Calibration: Methods to Address Bias from Correlated Covariate and Time-to-Event Error
Eric J. Oh, Bryan E. Shepherd, Thomas Lumley +1
Medical studies that depend on electronic health records (EHR) data are often subject to measurement error, as the data are not collected to support research questions under study.…