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Maggie Levenstein named director of ISR's Inter-university Consortium for Political and Social Research

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PSC spring 2016 newsletter: Kristin Seefeldt, Brady West, newly funded projects, ISR Runs for Bob, and more

AAUP reports on faculty compensation by category, affiliation, and academic rank

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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.

Recent Publications

Journal Articles

Zhou, Hanzhi, Michael R. Elliott, and Trivellore Raghunathan. Forthcoming. "A two-step semiparametric method to accommodate sampling weights in multiple imputation." Biometrics. DOI. Abstract.

Curry, Allison E., Melissa R. Pfeiffer, and Michael R. Elliott. Forthcoming. "Validation of quasi-induced exposure representativeness assumption among young drivers." Traffic Injury Prevention. 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.

Nishimura, Raphael, James Wagner, and Michael R. Elliott. Forthcoming. "Alternative Indicators for the Risk of Non-response Bias: A Simulation Study." International Statistical Review. DOI. Abstract.

Mneimneh, Zeina, Roger Tourangeau, Beth-Ellen Pennell, Steven Heeringa, and Michael R. Elliott. 2015. "Cultural Variations in the Effect of Interview Privacy and the Need for Social Conformity on Reporting Sensitive Information." Journal of Official Statistics, 31(4): 673-697. DOI. Abstract.

Elliott, Michael R., Susan S. Margulies, Matthew R. Maltese, and Kristy B. Arbogast. 2015. "Accounting for sampling variability, injury under-reporting, and sensor error in concussion injury risk curves." Journal of Biomechanics, 48(12): 3059-3065. DOI. Abstract.

Jiang, Bei, Naisyin Wang, Mary D. Sammel, and Michael R. Elliott. 2015. "Modelling short- and long-term characteristics of follicle stimulating hormone as predictors of severe hot flashes in the Penn Ovarian Aging Study." Journal of the Royal Statistical Society: Series C (Applied Statistics), 64(5): 731-753. PMCID: PMC4628832. DOI. Abstract.

Jiang, Bei, Michael R. Elliott, Mary D. Sammel, and Naisyin Wang. 2015. "Joint modeling of cross-sectional health outcomes and longitudinal predictors via mixtures of means and variances." Biometrics, 71(2): 487-497. PMCID: PMC4480207. DOI. Abstract.

Tan, Yaoyuan V., Carol A.C. Flannagan, Jonathan D. Rupp, and Michael R. Elliott. 2015. "Improving Trauma Triage Models for Motor Vehicle Crashes Using Event Data Recorders and Functional Data Analysis." Journal of Data Science, 13: 637-662. Abstract.

Taylor, Jeremy MG, Anna SC Conlon, and Michael R. Elliott. 2015. "Surrogacy assessment using principal stratification with multivariate normal and Gaussian copula models." Clinical Trials, 12(4): 317-322. DOI. Abstract.

View additional select publications of Michael R. Elliott