Publications by authors named "Roderick J Little"

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Pattern-Mixture Models for Missing Data.
Roderick J Little

JAMA· December 2025

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

JAMA· 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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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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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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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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Subsample ignorable likelihood for accelerated failure time models with missing predictors.
Nanhua Zhang, Roderick J Little

Lifetime Data Anal· July 2015

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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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Missing not at random models for masked clinical trials with dropouts.
Shan Kang, Roderick J Little, Niko Kaciroti

Clin Trials· April 2015

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Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus.
Tianjing Li, Susan Hutfless, Daniel O Scharfstein, Michael J Daniels, Joseph W Hogan, Roderick J A Little

J Clin Epidemiol· January 2014

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Regression calibration is valid when properly applied.
Ying Guo, Roderick J Little

Epidemiology· May 2013

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Rooting gene trees without outgroups: EP rooting.
Janet S Sinsheimer, Roderick J A Little, James A Lake

Genome Biol Evol· December 2012

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The prevention and treatment of missing data in clinical trials.
Roderick J Little, Ralph D'Agostino, Michael L Cohen, Kay Dickersin, Scott S Emerson

N Engl J Med· October 2012

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A pseudo-Bayesian shrinkage approach to regression with missing covariates.
Nanhua Zhang, Roderick J Little

Biometrics· September 2012

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On using summary statistics from an external calibration sample to correct for covariate measurement error.
Ying Guo, Roderick J Little, Daniel S McConnell

Epidemiology· January 2012

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A shrinkage approach for estimating a treatment effect using intermediate biomarker data in clinical trials.
Yun Li, Jeremy M G Taylor, Roderick J A Little

Biometrics· December 2011

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Evaluation of a brief tailored motivational intervention to prevent early childhood caries.
Amid I Ismail, Steven Ondersma, Jenefer M Willem Jedele, Roderick J Little, James M Lepkowski

Community Dent Oral Epidemiol· October 2011

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Regression analysis with covariates that have heteroscedastic measurement error.
Ying Guo, Roderick J Little

Stat Med· August 2011

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A method for longitudinal prospective evaluation of markers for a subsequent event.
Roderick J Little, Matheos Yosef, Bin Nan, Siobán D Harlow

Am J Epidemiol· June 2011

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Bias due to left truncation and left censoring in longitudinal studies of developmental and disease processes.
Kevin C Cain, Siobán D Harlow, Roderick J Little, Bin Nan, Matheos Yosef

Am J Epidemiol· May 2011

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Longitudinal Image Analysis of Tumor/Healthy Brain Change in Contrast Uptake Induced by Radiation.
Xiaoxi Zhang, Timothy D Johnson, Roderick J A Little, Yue Cao

J R Stat Soc Ser C Appl Stat· November 2010

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Estimating Causal Effects in Trials Involving Multi-Treatment Arms Subject to Non-compliance: A Bayesian framework.
Qi Long, Roderick J A Little, Xihong Lin

J R Stat Soc Ser C Appl Stat· May 2010

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