1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
A flexible and efficient algorithm for joint imputation of general data
Michael W. Robbins
Imputation of data with general structures (e.g., data with continuous, binary, unordered categorical, and ordinal variables) is commonly performed with fully conditional specifica…
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…
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…