Edit Profile (opens in new tab) Elliott, Michael R. Co-Author Distance Author ID: elliott.michael-r Published as: Elliott, Michael R.; Elliott, Michael External Links: MGP Documents Indexed: 31 Publications since 2001 Co-Authors: 43 Co-Authors with 28 Joint Publications 897 Co-Co-Authors all top 5 Co-Authors 3 single-authored 4 Little, Roderick J. A. 4 Ten Have, Thomas (Tom) R. 3 Li, Yun 3 Raghunathan, Trivellore E. 3 Segal, Brian D. 2 Flannagan, Carol A. C. 2 Jiang, Bei 2 Jiang, Hui 2 Joffe, Marshall M. 2 Lin, Julia Y. 2 Sammel, Mary Dupuis 2 Taylor, Jeremy M. G. 2 Wang, Naisyin 2 Zhou, Tingting 1 Bogner, Hillary R. 1 Chen, Qixuan 1 Chen, Zhen 1 Conlon, Anna 1 Datto, Catherine 1 Davis, William W. 1 Durbin, Dennis R. 1 Gallo, Joseph J. 1 Ghosh, Malay 1 Gonzalez, Richard F. 1 Haziza, David 1 Katz, Ira R. 1 Nishimura, Raphael 1 Rafei, Ali 1 Roberts, Emily K. 1 Sanchez-Vaznaugh, Emma V. 1 Sánchez, Brisa N. 1 Sedransk, Joseph 1 Shope, Jean T. 1 Stettler, Nicolas 1 Tan, Yaoyuan Vincent 1 Valliant, Richard L. 1 Wagner, James 1 West, Brady T. 1 Winston, Flaura K. 1 Won, Jung Yeon 1 Yang, Ye 1 Zanutto, Elaine L. 1 Zhou, Hanzhi all top 5 Serials 8 Biometrics 6 Journal of the American Statistical Association 3 Biostatistics 3 Statistics and Its Interface 2 Statistical Science 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 The Annals of Applied Statistics 1 Psychometrika 1 International Statistical Review 1 Irish Mathematical Society Bulletin 1 Positivity 1 Electronic Journal of Statistics all top 5 Fields 29 Statistics (62-XX) 3 Numerical analysis (65-XX) 3 Biology and other natural sciences (92-XX) 2 Operator theory (47-XX) 1 Functional analysis (46-XX) 1 Probability theory and stochastic processes (60-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 21 Publications have been cited 106 times in 97 Documents Cited by ▼ Year ▼ Inference for nonprobability samples. Zbl 1381.62024 Elliott, Michael R.; Valliant, Richard 32 2017 A Bayesian approach to surrogacy assessment using principal stratification in clinical trials. Zbl 1192.62229 Li, Yun; Taylor, Jeremy M. G.; Elliott, Michael R. 12 2010 Using a Bayesian latent growth curve model to identify trajectories of positive affect and negative events following myocardial infarction. Zbl 1069.62095 Elliott, Michael R.; Gallo, Joseph J.; Ten Have, Thomas R.; Bogner, Hillary R.; Katz, Ira R. 11 2005 Causal models for randomized physician encouragement trials in treating primary care depression. Zbl 1089.62535 Ten Have, Thomas R.; Elliott, Michael R.; Joffe, Marshall; Zanutto, Elaine; Datto, Catherine 10 2004 Obtaining cancer risk factor prevalence estimates in small areas: combining data from two surveys. Zbl 1490.62355 Elliott, Michael R.; Davis, William W. 5 2005 Approaches to improving survey-weighted estimates. Zbl 1381.62022 Chen, Qixuan; Elliott, Michael R.; Haziza, David; Yang, Ye; Ghosh, Malay; Little, Roderick J. A.; Sedransk, Joseph; Thompson, Mary 5 2017 Penalized spline of propensity methods for treatment comparison. Zbl 1418.62179 Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A. 5 2019 Using a mixture model for multiple imputation in the presence of outliers: the ‘Healthy for life’ project. Zbl 1490.62356 Elliott, Michael R.; Stettler, Nicolas 3 2007 A potential outcomes approach to developmental toxicity analyses. Zbl 1097.62125 Elliott, Michael R.; Joffe, Marshall M.; Chen, Zhen 3 2006 Joint modeling of cross-sectional health outcomes and longitudinal predictors via mixtures of means and variances. Zbl 1390.62274 Jiang, Bei; Elliott, Michael R.; Sammel, Mary D.; Wang, Naisyin 3 2015 Identifying latent clusters of variability in longitudinal data. Zbl 1267.62058 Elliott, Michael R. 3 2007 Longitudinal nested compliance class model in the presence of time-varying noncompliance. Zbl 1469.62398 Lin, Julia Y.; Have, Thomas R. Ten; Elliott, Michael R. 2 2008 Nested Markov compliance class model in the presence of time-varying noncompliance. Zbl 1167.62088 Lin, Julia Y.; Ten Have, Thomas R.; Elliott, Michael R. 2 2009 Bayesian inference for causal mediation effects using principal stratification with dichotomous mediators and outcomes. Zbl 1437.62451 Elliott, Michael R.; Raghunathan, Trivellore E.; Li, Yun 2 2010 P-splines with an \(\ell_1\) penalty for repeated measures. Zbl 1408.62078 Segal, Brian D.; Elliott, Michael R.; Braun, Thomas; Jiang, Hui 2 2018 A Bayesian approach to 2000 census evaluation using ace survey data and demographic analysis. Zbl 1117.62327 Elliott, Michael R.; Little, Roderick J. A. 1 2005 A two-step semiparametric method to accommodate sampling weights in multiple imputation. Zbl 1393.62117 Zhou, Hanzhi; Elliott, Michael R.; Raghunathan, Trviellore E. 1 2016 Predicting human-driving behavior to help driverless vehicles drive: random intercept Bayesian additive regression trees. Zbl 06944666 Tan, Yaoyuan Vincent; Flannagan, Carol A. C.; Elliott, Michael R. 1 2018 Fast approximation of small \(p\)-values in permutation tests by partitioning the permutations. Zbl 1415.62133 Segal, Brian D.; Braun, Thomas; Elliott, Michael R.; Jiang, Hui 1 2018 Alternative indicators for the risk of non-response bias: a simulation study. Zbl 07763471 Nishimura, Raphael; Wagner, James; Elliott, Michael 1 2016 Penalized spline of propensity methods for treatment comparison: rejoinder. Zbl 1418.62180 Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A. 1 2019 Penalized spline of propensity methods for treatment comparison. Zbl 1418.62179 Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A. 5 2019 Penalized spline of propensity methods for treatment comparison: rejoinder. Zbl 1418.62180 Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A. 1 2019 P-splines with an \(\ell_1\) penalty for repeated measures. Zbl 1408.62078 Segal, Brian D.; Elliott, Michael R.; Braun, Thomas; Jiang, Hui 2 2018 Predicting human-driving behavior to help driverless vehicles drive: random intercept Bayesian additive regression trees. Zbl 06944666 Tan, Yaoyuan Vincent; Flannagan, Carol A. C.; Elliott, Michael R. 1 2018 Fast approximation of small \(p\)-values in permutation tests by partitioning the permutations. Zbl 1415.62133 Segal, Brian D.; Braun, Thomas; Elliott, Michael R.; Jiang, Hui 1 2018 Inference for nonprobability samples. Zbl 1381.62024 Elliott, Michael R.; Valliant, Richard 32 2017 Approaches to improving survey-weighted estimates. Zbl 1381.62022 Chen, Qixuan; Elliott, Michael R.; Haziza, David; Yang, Ye; Ghosh, Malay; Little, Roderick J. A.; Sedransk, Joseph; Thompson, Mary 5 2017 A two-step semiparametric method to accommodate sampling weights in multiple imputation. Zbl 1393.62117 Zhou, Hanzhi; Elliott, Michael R.; Raghunathan, Trviellore E. 1 2016 Alternative indicators for the risk of non-response bias: a simulation study. Zbl 07763471 Nishimura, Raphael; Wagner, James; Elliott, Michael 1 2016 Joint modeling of cross-sectional health outcomes and longitudinal predictors via mixtures of means and variances. Zbl 1390.62274 Jiang, Bei; Elliott, Michael R.; Sammel, Mary D.; Wang, Naisyin 3 2015 A Bayesian approach to surrogacy assessment using principal stratification in clinical trials. Zbl 1192.62229 Li, Yun; Taylor, Jeremy M. G.; Elliott, Michael R. 12 2010 Bayesian inference for causal mediation effects using principal stratification with dichotomous mediators and outcomes. Zbl 1437.62451 Elliott, Michael R.; Raghunathan, Trivellore E.; Li, Yun 2 2010 Nested Markov compliance class model in the presence of time-varying noncompliance. Zbl 1167.62088 Lin, Julia Y.; Ten Have, Thomas R.; Elliott, Michael R. 2 2009 Longitudinal nested compliance class model in the presence of time-varying noncompliance. Zbl 1469.62398 Lin, Julia Y.; Have, Thomas R. Ten; Elliott, Michael R. 2 2008 Using a mixture model for multiple imputation in the presence of outliers: the ‘Healthy for life’ project. Zbl 1490.62356 Elliott, Michael R.; Stettler, Nicolas 3 2007 Identifying latent clusters of variability in longitudinal data. Zbl 1267.62058 Elliott, Michael R. 3 2007 A potential outcomes approach to developmental toxicity analyses. Zbl 1097.62125 Elliott, Michael R.; Joffe, Marshall M.; Chen, Zhen 3 2006 Using a Bayesian latent growth curve model to identify trajectories of positive affect and negative events following myocardial infarction. Zbl 1069.62095 Elliott, Michael R.; Gallo, Joseph J.; Ten Have, Thomas R.; Bogner, Hillary R.; Katz, Ira R. 11 2005 Obtaining cancer risk factor prevalence estimates in small areas: combining data from two surveys. Zbl 1490.62355 Elliott, Michael R.; Davis, William W. 5 2005 A Bayesian approach to 2000 census evaluation using ace survey data and demographic analysis. Zbl 1117.62327 Elliott, Michael R.; Little, Roderick J. A. 1 2005 Causal models for randomized physician encouragement trials in treating primary care depression. Zbl 1089.62535 Ten Have, Thomas R.; Elliott, Michael R.; Joffe, Marshall; Zanutto, Elaine; Datto, Catherine 10 2004 all cited Publications top 5 cited Publications all top 5 Cited by 218 Authors 5 Elliott, Michael R. 4 Ferri-García, Ramón 4 Gilbert, Peter B. 4 Liu, Zhan 4 Pan, Yingli 4 Yang, Shu 3 Alonso, Ariel 3 Beaumont, Jean-François 3 Burzykowski, Tomasz 3 Buyse, Marc 3 Joffe, Marshall M. 3 Kim, Jae Kwang 3 Mattei, Alessandra 3 Mealli, Fabrizia 3 Molenberghs, Geert 3 Rueda García, Maria del Mar 3 Tu, Chaofeng 3 van der Elst, Wim 3 Wang, Zhonglei 2 Castro-Martín, Luis 2 Chen, Qixuan 2 Cheng, Jing 2 Haziza, David 2 Herring, Amy H. 2 Huang, Ying 2 Jiang, Bei 2 Jiang, Hui 2 Martins, Rui Paulo 2 Neelon, Brian H. 2 Normand, Sharon-Lise T. 2 O’Malley, A. James 2 Rao, Jonnagadda Nalini Kanth 2 Small, Dylan S. 2 Ten Have, Thomas (Tom) R. 2 Wang, Naisyin 2 West, Brady T. 2 Zhang, Lichun 1 Altieri, Linda 1 Alvarado-Leiton, Fernanda 1 Anderson, Edwin 1 Andridge, Rebecca R. 1 Anthopolos, Rebecca 1 Augustin, Thomas 1 Barboza, Wendy 1 Beck, Aaron T. 1 Belin, Thomas R. 1 Bellocco, Rino 1 Boonstra, Philip S. 1 Bosa, Keven 1 Breidt, F. Jay 1 Brick, J. Michael 1 Brown, Gregory K. 1 Bruch, Christian 1 Cai, Wen 1 Carroll, Raymond James 1 Cattaneo, Marco E. G. V. 1 Caubet, Miguel 1 Chan, Ivan Siu-Fung 1 Charlebois, Joanne 1 Chatterjee, Kiranmoy 1 Chen, Sixia 1 Chen, Tom 1 Chen, Yilin 1 Chipperfield, James O. 1 Chu, Kenneth C.-K. 1 Conlon, Anna 1 Cruze, Nathan B. 1 Dahabreh, Issa J. 1 Dai, James Y. 1 De Livera, Alysha M. 1 De Silva, Anurika P. 1 Dempsey, Walter 1 Di Zio, Marco 1 Diehr, Paula H. 1 Diez Roux, Ana V. 1 Ding, Peng 1 Drouin, Simon 1 Egleston, Brian L. 1 Faghihzadeh, Soghrat 1 Fan, Jie 1 Farcomeni, Alessio 1 Fegatelli, Danilo Alunni 1 Felderer, Barbara 1 Flannagan, Carol A. C. 1 Galea, Sandro 1 Gao, Chenyin 1 Gao, Yuxiang 1 Gatsonis, Constantine A. 1 Gelman, Andrew 1 Ghosh, Debashis 1 Ghosh, Joyee 1 Graubard, Barry I. 1 Greene, Tom H. 1 Guan, Yawen 1 Guarnera, Ugo 1 Guha, Sharmistha 1 Heumann, Christian 1 Holan, Scott H. 1 Hoshino, Takahiro 1 Hsu, Chi-Yuan ...and 118 more Authors all top 5 Cited in 36 Serials 21 Biometrics 8 International Statistical Review 7 The Annals of Applied Statistics 6 Journal of the American Statistical Association 4 Statistical Science 4 Statistical Methods and Applications 3 Computational Statistics and Data Analysis 3 Journal of Applied Statistics 3 Electronic Journal of Statistics 3 Bayesian Analysis 2 The Canadian Journal of Statistics 2 Biometrical Journal 2 Metron 2 Statistics & Probability Letters 2 Communications in Statistics. Simulation and Computation 2 Test 2 Journal of Agricultural, Biological, and Environmental Statistics 1 Psychometrika 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 Journal of Computational and Applied Mathematics 1 Journal of Statistical Planning and Inference 1 Mathematics and Computers in Simulation 1 Journal of Statistical Computation and Simulation 1 Statistical Papers 1 Statistica Sinica 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 Journal of Systems Science and Complexity 1 Statistical Modelling 1 Statistical Applications in Genetics and Molecular Biology 1 Sankhyā. Series B 1 Japanese Journal of Statistics and Data Science 1 Statistical Theory and Related Fields 1 Electronic Research Archive all top 5 Cited in 7 Fields 97 Statistics (62-XX) 9 Numerical analysis (65-XX) 6 Biology and other natural sciences (92-XX) 2 Probability theory and stochastic processes (60-XX) 2 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year