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Michael R. Elliott

Research Affiliate, Population Studies Center.

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

Conlon, Anna S., Jeremy M. G. Taylor, and Michael R. Elliott. 2014. "Surrogacy assessment using principal stratification when surrogate and outcome measures are multivariate normal." Biostatistics, 15(2): 266-283. DOI. Abstract.

Curry, Alison E., Melissa R. Pfeiffer, Rachel K. Myers, Dennis R. Durbin, and Michael R. Elliott. 2014. "Statistical implications of using moving violations to determine crash responsibility in young driver crashes." Accident Analysis & Prevention, 65: 28-35. PMCID: PMC3925061. DOI. Abstract.

Huang, Xiaobi, Michael R. Elliott, and Sioban D. Harlow. 2014. "Modelling menstrual cycle length and variability at the approach of menopause by using hierarchical change point models." Journal of the Royal Statistical Society C: Applied Statistics, 63(3): 445-466. PMCID: PMC3979630. DOI. Abstract.

Clarke, Philippa J., Jeffrey Morenoff, M. Debbink, E. Golberstein, Michael R. Elliott, and Paula M. Lantz. 2014. "Cumulative Exposure to Neighborhood Context: Consequences for Health Transitions over the Adult Life Course." Research on Aging, 36(1): 115-142. PMCID: PMC3900407. DOI. Abstract.

Gao, Xin, Gregory K. Brown, and Michael R. Elliott. Online Access 2013. "Joint modeling compliance and outcome for causal analysis in longitudinal studies." Statistics in Medicine, . PMCID: PMC3788835. DOI. Abstract.

Zhang, Nanhua, Harolyn W. Baker, Margaret Tufts, Randall E. Raymond, Hamisu Salihu, and Michael R. Elliott. 2013. "Early childhood lead exposure and academic achievement." American Journal of Public Health, 103(3): e72-e77. DOI. Abstract.

Elliott, Michael R., Anna Conlon, and Yun Li. 2013. "Discussion on “Surrogate Measures and Consistent Surrogates”." Biometrics, 69(3): 565569. DOI.

Burgard, Sarah, Michael R. Elliott, Kara Zivin, and James S. House. 2013. "Working Conditions and Depressive Symptoms: A Prospective Study of US Adults." Journal of Occupational and Environmental Medicine, 55(9): 1007-14. PMCID: PMC3951142. DOI. Abstract.

Do, D., L. Wang, and Michael R. Elliott. 2013. "Investigating the relationship between neighborhood poverty and mortality risk: A marginal structural modeling approach." Social Science & Medicine, 91: 58-66. DOI. Abstract.

Elliott, Michael R., Yun Li, and Jeremy M.G. Taylor. 2013. "Accommodating missingness when assessing surrogacy via principal stratification." Clinical Trials, 10(3): 363-377. DOI. Abstract.

View additional select publications of Michael R. Elliott