Marie Davidian
Cited by
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Nonlinear models for repeated measurement data
M Davidian, DM Giltinan
Routledge, 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
Variance function estimation
M Davidian, RJ Carroll
Journal of the American statistical association 82 (400), 1079-1091, 1987
Joint modeling of longitudinal and time-to-event data: an overview
AA Tsiatis, M Davidian
Statistica Sinica, 809-834, 2004
Longitudinal data analysis
G Fitzmaurice, M Davidian, G Verbeke, G Molenberghs
CRC press, 2008
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
Nonlinear models for repeated measurement data: an overview and update
M Davidian, DM Giltinan
Journal of agricultural, biological, and environmental statistics 8 (4), 387-419, 2003
A robust method for estimating optimal treatment regimes
B Zhang, AA Tsiatis, EB Laber, M Davidian
Biometrics 68 (4), 1010-1018, 2012
Linear mixed models with flexible distributions of random effects for longitudinal data
D Zhang, M Davidian
Biometrics 57 (3), 795-802, 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
The nonlinear mixed effects model with a smooth random effects density
M Davidian, AR Gallant
Biometrika 80 (3), 475-488, 1993
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
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
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
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
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
Estimating optimal treatment regimes from a classification perspective
B Zhang, AA Tsiatis, M Davidian, M Zhang, E Laber
Stat 1 (1), 103-114, 2012
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
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
Improving efficiency of inferences in randomized clinical trials using auxiliary covariates
M Zhang, AA Tsiatis, M Davidian
Biometrics 64 (3), 707-715, 2008
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