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List of works by Marie Davidian

"Smooth" semiparametric regression analysis for arbitrarily censored time-to-event data

scientific article

'Smooth' inference for survival functions with arbitrarily censored data

scientific article

A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution

scientific article published in September 2002

A Placebo-Controlled, Prospective, Randomized Clinical Trial of Polyethylene Glycol and Methylprednisolone Sodium Succinate in Dogs with Intervertebral Disk Herniation

scientific article published on 31 October 2015

A moment-adjusted imputation method for measurement error models

scientific article

A robust method for estimating optimal treatment regimes

scientific article published on 2 May 2012

A semiparametric likelihood approach to joint modeling of longitudinal and time-to-event data

scientific article

An estimator for the proportional hazards model with multiple longitudinal covariates measured with error

scientific article published in December 2002

Application of a sequential multiple assignment randomized trial (SMART) design in older patients with chronic lymphocytic leukemia

scientific article published on 01 April 2019

Assessing the causal effect of organ transplantation on the distribution of residual lifetime.

scientific article published on 15 October 2013

Biometrics. Report of the editors--2011

scientific article published on 01 March 2012

Calibration Inference Based on Multiple Runs of an Immunoassay

scientific article published on December 1, 1997

Collaboration To Meet the Statistical Needs in the Chemistry Curriculum

Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data

scientific article published in January 2007

Conditional estimation for generalized linear models when covariates are subject-specific parameters in a mixed model for longitudinal measurements

scientific article

Covariate adjustment for two-sample treatment comparisons in randomized clinical trials: a principled yet flexible approach

scientific article published on October 2008

Demographic and historical findings, including exposure to environmental tobacco smoke, in dogs with chronic cough.

scientific article published on 11 May 2010

Differential treatment benefit of platelet glycoprotein IIb/IIIa inhibition with percutaneous coronary intervention versus medical therapy for acute coronary syndromes: exploration of methods

scientific article published in February 2004

Discussion of "Combining biomarkers to optimize patient treatment recommendation".

scientific article

Discussion of "Connections Between Survey Calibration Estimators and Semiparametric Models for Incomplete Data" by T. Lumley, P.A. Shaw & J.Y. Dai.

scientific article

Doubly robust estimation of causal effects

scientific article

Dynamic treatment regimes, past, present, and future: A conversation with experts.

scientific article published on January 2017

Estimating Optimal Treatment Regimes from a Classification Perspective

scientific article published on January 2012

Estimating optimal treatment regimes from a classification perspective

article

Estimation After a Group Sequential Trial

scientific article

Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator

scholarly article

Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials

scientific article

Experimental statistics for biological sciences

scientific article

Gene-trait similarity regression for multimarker-based association analysis.

scientific article published on 04 February 2009

Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout

scientific article

Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data

scientific article

Improving efficiency of inferences in randomized clinical trials using auxiliary covariates

scientific article published on 11 January 2008

Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial ⬇️

scientific article published on August 25, 2010

Interpretable Dynamic Treatment Regimes

scientific article published on 14 November 2018

Latent-model robustness in joint models for a primary endpoint and a longitudinal process

scientific article published on 23 January 2009

Likelihood and Pseudo-likelihood Methods for Semiparametric Joint Models for a Primary Endpoint and Longitudinal Data

scientific article

Marginal structural models for analyzing causal effects of time-dependent treatments: an application in perinatal epidemiology

scientific article published on 01 May 2004

Mixed model analysis of censored longitudinal data with flexible random-effects density

scientific article

Moment Adjusted Imputation for Multivariate Measurement Error Data with Applications to Logistic Regression

scientific article

Non-linear Models for Longitudinal Data

scientific article

On Estimation of Optimal Treatment Regimes For Maximizing t-Year Survival Probability.

scientific article published on 2 September 2016

On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: sequential trials, random sample sizes, and missing data

scientific article

Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data.

scientific article published on 18 May 2018

Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART.

scientific article published on 10 April 2017

Properties of Estimators in Exponential Family Settings with Observation-based Stopping Rules

scientific article

Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes

scientific article

Randomized COMparison of platelet inhibition with abciximab, tiRofiban and eptifibatide during percutaneous coronary intervention in acute coronary syndromes: the COMPARE trial. Comparison Of Measurements of Platelet aggregation with Aggrastat, Reop

scientific article published in September 2002

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

scientific article published on January 2013

Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats

SNP_NLMM: A SAS Macro to Implement a Flexible Random Effects Density for Generalized Linear and Nonlinear Mixed Models

scientific article published on January 2014

Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study with Missing Data

scientific article

Semiparametric estimation of treatment effect in a pretest-posttest study

scientific article published in December 2003

Smooth nonparametric maximum likelihood estimation for population pharmacokinetics, with application to quinidine ⬇️

scientific article published on October 1, 1992

Smoothing spline-based score tests for proportional hazards models

scientific article

Special Issue of Journal of Biopharmaceutical Statistics dedicated to 2016 Trends and Innovations in Clinical Trial Statistics (TICTS) Conference.

scientific article published on 15 December 2016

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

scientific article published in October 2004

Surgeons' economic profiles: can we get the "right" answers?

scientific article

Survival Benefit of Lung Transplantation in the Modern Era of Lung Allocation

scientific article

Ten Simple Rules for Effective Statistical Practice

scientific article

Testing homogeneity of intra-run variance parameters in immunoassay ⬇️

scientific article published on August 15, 1997

The Effect of Serial Dilution Error on Calibration Inference in Immunoassay

scientific article published on March 1, 1998

The International Year of Statistics: A Celebration and A Call to Action

The analysis of multivariate longitudinal data: A review

scientific article

The analysis of multivariate longitudinal data: a review

scientific article published on 20 April 2012

Using decision lists to construct interpretable and parsimonious treatment regimes.

scientific article

Using mathematical modeling and control to develop structured treatment interruption strategies for HIV infection

scientific article

Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy

scientific article

Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials.

scientific article published on 26 June 2012

Why statistics?

scientific article

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