3 papers
stat.ME2022
Data fusion for predicting long-term program impacts
Michael W. Robbins, Sebastian Bauhoff, Lane Burgette
Policymakers often require information on programs' long-term impacts that is not available when decisions are made. We demonstrate how data fusion methods may be used address the…
stat.ME2020
Nonparametric Estimation of Population Average Dose-Response Curves using Entropy Balancing Weights for Continuous Exposures
Brian G. Vegetabile, Beth Ann Griffin, Donna L. Coffman +2
Weighted estimators are commonly used for estimating exposure effects in observational settings to establish causal relations. These estimators have a long history of development w…
stat.ME2019
Blending of Probability and Non-Probability Samples: Applications to a Survey of Military Caregivers
Michael W. Robbins, Bonnie Ghosh-Dastidar, Rajeev Ramchand
Probability samples are the preferred method for providing inferences that are generalizable to a larger population. However, when a small (or rare) subpopulation is the group of i…