Child Injury Prevention Studies (TK Holdings, Inc)
Longer-term Effects of New Jersey?s Graduated Driver Licensing Decal Provision (Children's Hospital of Philadelphia)
Youthful Driver Research Initiative, Scope-03 (State Farm Insurance)
National Children's Study (NICHD)
Research Affiliate, Population Studies Center.
Assistant Professor, Biostatistics.
Assistant Research Scientist, Survey Research 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.
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. PMCID: PMC4023321. 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.
Gao, Xin, Gregory K. Brown, and Michael R. Elliott. 2014. "Joint modeling compliance and outcome for causal analysis in longitudinal studies." Statistics in Medicine, 33(20): 3453-65. PMCID: PMC3788835. 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.
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.
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. PMCID: PMC4096330. DOI. Abstract.