Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

(2015) Ying-Qi Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Communication Interventions for Minimally Verbal Children With Autism: A Sequential Multiple Assignment Randomized Trial

(2014) Connie Kasari et al.   JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY

A multiple imputation strategy for sequential multiple assignment randomized trials

(2014) Susan M. Shortreed et al.   STATISTICS IN MEDICINE

Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research

(2014) Daniel Almirall et al.   Translational Behavioral Medicine

Minimally Verbal School-Aged Children with Autism Spectrum Disorder: The Neglected End of the Spectrum

(2013) Helen Tager-Flusberg et al.   Autism Research

Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

(2013) B. Zhang et al.   BIOMETRIKA

Cluster randomized adaptive implementation trial comparing a standard versus enhanced implementation intervention to improve uptake of an effective re-engagement program for patients with serious mental illness

(2013) Amy M. Kilbourne et al.   Implementation Science

A "SMART" Design for Building Individualized Treatment Sequences

(2012) H. Lei et al.   Annual Review of Clinical Psychology

Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials

(2012) Paul H. Chaffee et al.  

Developing multicomponent interventions using fractional factorial designs

(2009) Bibhas Chakraborty et al.   STATISTICS IN MEDICINE

A note on using the estimated versus the known propensity score to estimate the average treatment effect

(2008) Babette A. Brumback   STATISTICS & PROBABILITY LETTERS

Estimation and extrapolation of optimal treatment and testing strategies

(2008) James Robins et al.   STATISTICS IN MEDICINE

Analyzing sequentially randomized trials based on causal effect models for realistic individualized treatment rules

(2008) Oliver Bembom et al.   STATISTICS IN MEDICINE

Adaptive Treatment Strategies in Chronic Disease

(2007) Philip W. Lavori et al.   Annual Review of Medicine