Variable selection in high dimensions for discrete-outcome individualized treatment rules: Reducing severity of depression symptoms

Ranking tailoring variables for constructing individualized treatment rules: An application to schizophrenia

(2021) Jiacheng Wu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Doubly Robust Estimation of Optimal Dosing Strategies

(2020) Juliana Schulz et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Can the Risk of Severe Depression-Related Outcomes be Reduced by Tailoring the Antidepressant Therapy to Patient Characteristics?

(2020) Janie Coulombe et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Model selection for G-estimation of Dynamic Treatment Regimes

(2019) Michael P. Wallace et al.   BIOMETRICS

High-dimensional $A$-learning for optimal dynamic treatment regimes

(2018) Chengchun Shi et al.   ANNALS OF STATISTICS

High-dimensional inference for personalized treatment decision

(2018) X. Jessie Jeng et al.   Electronic Journal of Statistics

Doubly-robust dynamic treatment regimen estimation via weighted least squares

(2015) Michael P. Wallace et al.   BIOMETRICS

Estimating the optimal dynamic antipsychotic treatment regime: evidence from the sequential multiple-assignment randomized Clinical Antipsychotic Trials of Intervention and Effectiveness schizophrenia study

(2013) Susan M. Shortreed et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

World Federation of Societies of Biological Psychiatry (WFSBP) Guidelines for Biological Treatment of Unipolar Depressive Disorders, Part 1: Update 2013 on the acute and continuation treatment of unipolar depressive disorders

(2013) Michael Bauer et al.   WORLD JOURNAL OF BIOLOGICAL PSYCHIATRY

Tuning parameter selection in high dimensional penalized likelihood

(2012) Yingying Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Performance guarantees for individualized treatment rules

(2011) Min Qian et al.   ANNALS OF STATISTICS

Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis

(2011) Lan Wang et al.   BIOMETRICS

Nonconcave Penalized Likelihood With NP-Dimensionality

(2011) Jianqing Fan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Dynamic Treatment Regimes for Managing Chronic Health Conditions: A Statistical Perspective

(2010) Bibhas Chakraborty   AMERICAN JOURNAL OF PUBLIC HEALTH

The Patient Health Questionnaire Somatic, Anxiety, and Depressive Symptom Scales: a systematic review

(2010) Kurt Kroenke et al.   GENERAL HOSPITAL PSYCHIATRY

On doubly robust estimation in a semiparametric odds ratio model

(2009) E. J. Tchetgen Tchetgen et al.   BIOMETRIKA

Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models

(2008) Brent A Johnson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Two classes of multisecant methods for nonlinear acceleration

(2008) Haw-ren Fang et al.   NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS