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

Statistics in medicine, 2004-10, Vol.23 (19), p.2937-2960

2004

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

Statistics in medicine, 2008-10, Vol.27 (23), p.4658-4677

2008

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Improving Efficiency of Inferences in Randomized Clinical Trials Using Auxiliary Covariates

Biometrics, 2008-09, Vol.64 (3), p.707-715

2008

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Ten Simple Rules for Effective Statistical Practice

PLoS computational biology, 2016-06, Vol.12 (6), p.e1004961-e1004961

2016

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Estimating optimal treatment regimes from a classification perspective

Stat (International Statistical Institute), 2012, Vol.1 (1), p.103-114

2012

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Why statistics?

Science (American Association for the Advancement of Science), 2012-04, Vol.336 (6077), p.12-12

2012

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Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data

Annual review of statistics and its application, 2022-03, Vol.9 (1), p.167-196

Davidian, Marie

2022

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Nonlinear models for repeated measurement data: An overview and update

Journal of agricultural, biological, and environmental statistics, 2003-12, Vol.8 (4), p.387-419

2003

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

Statistical science, 2007-11, Vol.22 (4), p.569-573

2007

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

Journal of statistical software, 2014-01, Vol.56 (Code Snippet 2), p.2-2

2014

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

Journal of the American Statistical Association, 2013-12, Vol.108 (504), p.1141-1146

Davidian, Marie

2013

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A General Framework for Subgroup Detection via One-Step Value Difference Estimation

Biometrics, 2023-09, Vol.79 (3), p.2116-2126

2023

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The analysis of multivariate longitudinal data: A review

Statistical methods in medical research, 2014-02, Vol.23 (1), p.42-59

2014

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

Biostatistics (Oxford, England), 2024-10, Vol.25 (4), p.933-946

2024

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Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions

Journal of clinical and translational science, 2022, Vol.6 (1), p.e48, Article e48

2022

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Robust Method for Estimating Optimal Treatment Regimes

Biometrics, 2012-12, Vol.68 (4), p.1010-1018

2012

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On estimation of optimal treatment regimes for maximizing t-year survival probability

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2017-09, Vol.79 (4), p.1165-1185

2017

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Interpretable Dynamic Treatment Regimes

Journal of the American Statistical Association, 2018-01, Vol.113 (524), p.1541-1549

2018

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Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks

The annals of applied statistics, 2023-09, Vol.17 (3)

2023

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Differences in Viral Dynamics between Genotypes 1 and 2 of Hepatitis C Virus

The Journal of infectious diseases, 2000-07, Vol.182 (1), p.28-35

2000

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Estimating vaccine efficacy over time after a randomized study is unblinded

Biometrics, 2022-09, Vol.78 (3), p.825-838

2022

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Interim monitoring of sequential multiple assignment randomized trials using partial information

Biometrics, 2023-12, Vol.79 (4), p.2881-2894

2023

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mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Statistical science, 2014-11, Vol.29 (4), p.640-661

2014

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Estimation of Survival Distributions of Treatment Policies in Two‐Stage Randomization Designs in Clinical Trials

Biometrics, 2002-03, Vol.58 (1), p.48-57

2002

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Group sequential methods for interim monitoring of randomized clinical trials with time‐lagged outcome

Statistics in medicine, 2022-12, Vol.41 (28), p.5517-5536

2022

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

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

Improving Efficiency of Inferences in Randomized Clinical Trials Using Auxiliary Covariates

Ten Simple Rules for Effective Statistical Practice

Estimating optimal treatment regimes from a classification perspective

Why statistics?

Methods Based on Semiparametric Theory for Analysis in the Presence of Missing Data

Nonlinear models for repeated measurement data: An overview and update

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

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

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

A General Framework for Subgroup Detection via One-Step Value Difference Estimation

The analysis of multivariate longitudinal data: A review

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

Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions

Robust Method for Estimating Optimal Treatment Regimes

On estimation of optimal treatment regimes for maximizing t-year survival probability

Interpretable Dynamic Treatment Regimes

Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks

Differences in Viral Dynamics between Genotypes 1 and 2 of Hepatitis C Virus

Estimating vaccine efficacy over time after a randomized study is unblinded

Interim monitoring of sequential multiple assignment randomized trials using partial information

mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Estimation of Survival Distributions of Treatment Policies in Two‐Stage Randomization Designs in Clinical Trials

Group sequential methods for interim monitoring of randomized clinical trials with time‐lagged outcome

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