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Michael R. Elliott

Research Affiliate, Population Studies Center.

Professor, Biostatistics, School of Public Health.

Research Professor, Survey Research Center, Institute for Social Research.

Ph.D., University of Michigan

Dr. Elliott s research interests include the design and analysis of sample surveys, U.S. Census undercount, and missing and latent variable data structures with applications to causal estimation and modeling. Recently he has explored potential outcome models to estimate causal effects in a variety of diverse settings, including longitudinal clinical trials and toxicology studies.

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Journal Articles

Leggett, A., Philippa J. Clarke, Kara Zivin, R.J. McCammon, Michael R. Elliott, and Kenneth M. Langa. Forthcoming. "Recent Improvements in Cognitive Functioning Among Older U.S. Adults: How Much Does Increasing Educational Attainment Explain?" Journals of Gerontology Series B: Psychological Sciences and Social Sciences. DOI. Abstract.

Conlon, Anna SC, Jeremy MG Taylor, and Michael R. Elliott. Forthcoming. "Surrogacy assessment using principal stratification and a Gaussian copula model." Statistical Methods in Medical Research. PMCID: PMC4272338. DOI. Abstract.

Zhou, H., Michael R. Elliott, and Trivellore Raghunathan. 2016. "Multiple Imputation in Two-stage Cluster Samples Using the Weighted Finite Population Bayesian Bootstrap." Journal of Survey Statistics and Methodology, 4(2): 139-170. DOI. Abstract.

Zhang, N., H. Chen, and Michael R. Elliott. 2016. "Nonrespondent Subsample Multiple Imputation in Two-Phase Sampling for Nonresponse." Journal of Official Statistics, 32(3): 769-785. Abstract.

Zhou, H., Michael R. Elliott, and Trivellore Raghunathan. 2016. "Synthetic Multiple-Imputation Procedure for Multistage Complex Samples." Journal of Official Statistics, 32(1): 231-256. DOI. Abstract.

Xia, X., and Michael R. Elliott. 2016. "Weight Smoothing for Generalized Linear Models Using a Laplace Prior." Journal of Official Statistics, 32(2): 507-539. DOI. Abstract.

Zhou, Hanzhi, Michael R. Elliott, and Trivellore Raghunathan. 2016. "A two-step semiparametric method to accommodate sampling weights in multiple imputation." Biometrics, 72(1): 242-252. DOI. Abstract.

View additional select publications of Michael R. Elliott