Nonlinear models for repeated measurement data M Davidian Routledge, 2017 | 2695 | 2017 |
Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study JK Lunceford, M Davidian Statistics in medicine 23 (19), 2937-2960, 2004 | 2030 | 2004 |
Joint modeling of longitudinal and time-to-event data: an overview AA Tsiatis, M Davidian Statistica Sinica, 809-834, 2004 | 1067 | 2004 |
Doubly robust estimation of causal effects MJ Funk, D Westreich, C Wiesen, T Stürmer, MA Brookhart, M Davidian American journal of epidemiology 173 (7), 761-767, 2011 | 1059 | 2011 |
Longitudinal data analysis G Fitzmaurice, M Davidian, G Verbeke, G Molenberghs CRC press, 2008 | 997 | 2008 |
Variance function estimation M Davidian, RJ Carroll Journal of the American statistical association 82 (400), 1079-1091, 1987 | 953 | 1987 |
A robust method for estimating optimal treatment regimes B Zhang, AA Tsiatis, EB Laber, M Davidian Biometrics 68 (4), 1010-1018, 2012 | 567 | 2012 |
Nonlinear models for repeated measurement data: an overview and update M Davidian, DM Giltinan Journal of agricultural, biological, and environmental statistics 8, 387-419, 2003 | 515 | 2003 |
Linear mixed models with flexible distributions of random effects for longitudinal data D Zhang, M Davidian Biometrics 57 (3), 795-802, 2001 | 404 | 2001 |
A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error AA Tsiatis, M Davidian Biometrika 88 (2), 447-458, 2001 | 394 | 2001 |
Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data W Cao, AA Tsiatis, M Davidian Biometrika 96 (3), 723-734, 2009 | 391 | 2009 |
Covariate adjustment for two‐sample treatment comparisons in randomized clinical trials: a principled yet flexible approach AA Tsiatis, M Davidian, M Zhang, X Lu Statistics in medicine 27 (23), 4658-4677, 2008 | 381 | 2008 |
Estimating optimal treatment regimes from a classification perspective B Zhang, AA Tsiatis, M Davidian, M Zhang, E Laber Stat 1 (1), 103-114, 2012 | 349 | 2012 |
The nonlinear mixed effects model with a smooth random effects density M Davidian, AR Gallant Biometrika 80 (3), 475-488, 1993 | 344 | 1993 |
The analysis of multivariate longitudinal data: a review G Verbeke, S Fieuws, G Molenberghs, M Davidian Statistical methods in medical research 23 (1), 42-59, 2014 | 335 | 2014 |
A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data X Song, M Davidian, AA Tsiatis Biometrics 58 (4), 742-753, 2002 | 318 | 2002 |
HIV dynamics: modeling, data analysis, and optimal treatment protocols BM Adams, HT Banks, M Davidian, HD Kwon, HT Tran, SN Wynne, ... Journal of Computational and Applied Mathematics 184 (1), 10-49, 2005 | 311 | 2005 |
Q-and A-learning methods for estimating optimal dynamic treatment regimes PJ Schulte, AA Tsiatis, EB Laber, M Davidian Statistical science: a review journal of the Institute of Mathematical …, 2014 | 310 | 2014 |
Differences in viral dynamics between genotypes 1 and 2 of hepatitis C virus AU Neumann, NP Lam, H Dahari, M Davidian, TE Wiley, BP Mika, ... The Journal of infectious diseases 182 (1), 28-35, 2000 | 272 | 2000 |
Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions B Zhang, AA Tsiatis, EB Laber, M Davidian Biometrika 100 (3), 681-694, 2013 | 262 | 2013 |