Publications by authors named "Roderick Little"

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Pattern-Mixture Models for Missing Data.
Roderick J Little

JAMA· December 2025

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Comparative effectiveness of cognitive behavioural therapy, modafinil, and their combination for treating fatigue in multiple sclerosis (COMBO-MS): a randomised, statistician-blinded, parallel-arm trial.
Tiffany J Braley, Dawn M Ehde, Kevin N Alschuler, Roderick Little, Yee To Ng

Lancet Neurol· November 2024

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Missing Data Analysis.
Roderick J Little

Annu Rev Clin Psychol· July 2024

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Multiple imputation of more than one environmental exposure with nondifferential measurement error.
Yuanzhi Yu, Roderick J Little, Matthew Perzanowski, Qixuan Chen

Biostatistics· April 2024

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Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics.
Yajuan Si, Steve Heeringa, David Johnson, Roderick J A Little, Wenshuo Liu

J Surv Stat Methodol· February 2023

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Oliceridine Exhibits Improved Tolerability Compared to Morphine at Equianalgesic Conditions: Exploratory Analysis from Two Phase 3 Randomized Placebo and Active Controlled Trials.
Gregory B Hammer, Ashish K Khanna, Cathy Michalsky, Linda Wase, Mark A Demitrack, Roderick Little

Pain Ther· December 2021

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Bayesian sensitivity analyses for longitudinal data with dropouts that are potentially missing not at random: A high dimensional pattern-mixture model.
Niko A Kaciroti, Roderick J A Little

Stat Med· September 2021

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Estimands, Estimators, and Estimates.
Roderick J Little, Roger J Lewis

JAMA· September 2021

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A simulation study of diagnostics for selection bias.
Philip S Boonstra, Roderick J A Little, Brady T West, Rebecca R Andridge, Fernanda Alvarado-Leiton

J Off Stat· September 2021

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ASSESSING SELECTION BIAS IN REGRESSION COEFFICIENTS ESTIMATED FROM NONPROBABILITY SAMPLES WITH APPLICATIONS TO GENETICS AND DEMOGRAPHIC SURVEYS.
Brady T West, Roderick J Little, Rebecca R Andridge, Philip S Boonstra, Erin B Ware

Ann Appl Stat· September 2021

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Framework for the treatment and reporting of missing data in observational studies: The Treatment And Reporting of Missing data in Observational Studies framework.
Katherine J Lee, Kate M Tilling, Rosie P Cornish, Roderick J A Little, Melanie L Bell

J Clin Epidemiol· June 2021

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A comparison of parametric propensity score-based methods for causal inference with multiple treatments and a binary outcome.
Youfei Yu, Min Zhang, Xu Shi, Megan E V Caram, Roderick J A Little

Stat Med· March 2021

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Measures of the Degree of Departure from Ignorable Sample Selection.
Roderick J A Little, Brady T West, Philip S Boonstra, Jingwei Hu

J Surv Stat Methodol· November 2020

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Indices of non-ignorable selection bias for proportions estimated from non-probability samples.
Rebecca R Andridge, Brady T West, Roderick J A Little, Philip S Boonstra, Fernanda Alvarado-Leiton

J R Stat Soc Ser C Appl Stat· November 2019

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A randomized pragmatic trial of telephone-delivered cognitive behavioral-therapy, modafinil, and combination therapy of both for fatigue in multiple sclerosis: The design of the "COMBO-MS" trial.
Anna L Kratz, Kevin N Alschuler, Dawn M Ehde, Gloria von Geldern, Roderick Little

Contemp Clin Trials· September 2019

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Comparative Study of Confidence Intervals for Proportions in Complex Sample Surveys.
Carolina Franco, Roderick J A Little, Thomas A Louis, Eric V Slud

J Surv Stat Methodol· September 2019

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University of Pennsylvania 11th annual conference on statistical issues in clinical trials: Estimands, missing data and sensitivity analysis (afternoon panel session).
Roderick J Little, Eric J Tchetgen Tchetgen, Andrea B Troxel

Clin Trials· August 2019

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Medical-encounter mental health diagnoses, non-fatal injury and polypharmacy indicators of risk for accident death in the US Army enlisted soldiers, 2004-2009.
Lisa Lewandowski-Romps, Heather M Schroeder, Patricia A Berglund, Lisa J Colpe, Kenneth Cox, Roderick J A Little

Prev Med· June 2018

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Correlation of Peripheral Immunity With Rapid Amyotrophic Lateral Sclerosis Progression.
Benjamin J Murdock, Tingting Zhou, Samy R Kashlan, Roderick J Little, Stephen A Goutman

JAMA Neurol· December 2017

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Launching Effectiveness Research to Guide Practice in Neurosurgery: A National Institute Neurological Disorders and Stroke Workshop Report.
Patricia Walicke, Aviva Abosch, Anthony Asher, Fred G Barker, Zoher Ghogawala, Roderick Little

Neurosurgery· April 2017

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Analyzing clinical trial outcomes based on incomplete daily diary reports.
Neal Thomas, Ofer Harel, Roderick J A Little

Stat Med· July 2016

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The treatment of missing data in a large cardiovascular clinical outcomes study.
Roderick J Little, Julia Wang, Xiang Sun, Hong Tian, Eun-Young Suh

Clin Trials· June 2016

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Discussion of "On Bayesian Estimation of Marginal Structural Models".
Michael R Elliott, Roderick J Little

Biometrics· June 2015

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The extent and patterns of multiple chronic conditions in low-income children.
Noreen M Clark, Laurie Lachance, M Beth Benedict, Roderick Little, Harvey Leo

Clin Pediatr (Phila)· April 2015

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