Marie Davidian

21 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-9202-6341

Department of Statistics, North Carolina State University

Publications

• Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks — The Annals of Applied Statistics 2023
• Dynamic Treatment Regimes: Statistical Methods for Precision Medicine — Journal of the American Statistical Association 2022
• Interpretable Dynamic Treatment Regimes — Journal of the American Statistical Association 2018
• On estimation of optimal treatment regimes for maximizingt-year survival probability — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• The International Year of Statistics: A Celebration and A Call to Action — Journal of the American Statistical Association 2013
• Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions — Biometrika 2013
• Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data — Biometrika 2009
• Longitudinal Data Analysis — Journal of the American Statistical Association 2007
• Latent-model robustness in structural measurement error models — Biometrika 2006
• Hierarchical Linear Models: Applications and Data Analysis Methods — Journal of the American Statistical Association 2003
• Optimal dynamic treatment regimes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003
• Multiple imputation methods for testing treatment differences in survival distributions with missing cause of failure — Biometrika 2002 (name-matched, not ORCID-linked)
• A semiparametric estimator for the proportional hazards model with longitudinal covariates measured with error — Biometrika 2001
• Bootstrap-Adjusted Calibration Confidence Intervals for Immunoassay — Journal of the American Statistical Association 1997
• A Two-Step Approach to Measurement Error in Time-Dependent Covariates in Nonlinear Mixed-Effects Models, with Application to IGF-I Pharmacokinetics — Journal of the American Statistical Association 1997
• A note on covariate measurement error in nonlinear mixed effects models — Biometrika 1996
• The nonlinear mixed effects model with a smooth random effects density — Biometrika 1993
• Estimation of variance functions in assays with possibly unequal replication and nonnormal data — Biometrika 1990
• A Note on Extended Quasi-Likelihood — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1988
• Variance functions and the minimum detectable concentration in assays — Biometrika 1988
• Variance Function Estimation — Journal of the American Statistical Association 1987