Keyword Search
Sessions Were Renumbered as of May 19.
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H = Hilton Chicago, UC= Conference Chicago at University Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Longitudinal Data returned 53 record(s)
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Sunday, 07/31/2016
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Modeling Means and Variances Using Mixed-Effects Location Scale Models for Intensive Longitudinal Data
Donald Hedeker, The University of Chicago
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Analysis of Longitudinal Multi-Sequence MRI in Multiple Sclerosis
Elizabeth M. Sweeney, Johns Hopkins Bloomberg School of Public Health ; Russell Shinohara, University of Pennsylvania; John Muschelli, The Johns Hopkins University; Daniel Reich , National Institute of Neurological Disorders and Stroke; Ciprian Crainiceanu, The Johns Hopkins University; Jonathan Gellar, Mathematica Policy Research; Philip Reiss, New York University/University of Haifa; Ani Eloyan, Brown University
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Estimating Longitudinal Covariance Structure in Functional Mapping of Quantitative Trait Loci
Ashwini Maurya, Michigan State University
2:35 PM
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Characterizing and Clustering an Adult Cystic Fibrosis Patient Population
Barbara Ann Bailey, San Diego State University
4:20 PM
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Monday, 08/01/2016
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A Likelihood-Based Approach Using Shared Latent Random Variable Between Longitudinal Process and Censoring Mechanism
Miran Jaffa, American University of Beirut; Ayad A. Jaffa, American University of Beirut
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Model Selection for Marginal Regression Analysis of Longitudinal Data with Missing Observations and Covariate Measurement Error
Chung Wei Shen
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A Comparison of Bootstrap Methods for Multilevel Longitudinal Data
Lanlan Yao, Arizona State University; Mark Reiser, Arizona State University
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Spatio-Temporal Regression for Longitudinally Acquired MRI Data
Arnab Hazra, North Carolina State University; Brian J. Reich, North Carolina State University; Ana-Maria Staicu, North Carolina State University
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Using Mixed Model for Repeated Measures to Study the Changes of Physical Function for Breast Cancer Patients with Taxane-Based Chemotherapy
Xueliang Pan; Scott Monfort, The Ohio State University; Ajit Chaudhari, The Ohio State University; Maryam Lustberg, The Ohio State University
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Efficient Estimation of Partially Linear Single-Index Models for Unbalanced Longitudinal Data
Quan Cai, Texas A&M University
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Estimating Dynamic Characteristics of Longitudinal and Survival Data in Stochastic Process Models: Insights from Simulation Studies
Konstantin Arbeev, Duke University; Ilya Y. Zhbannikov, Duke University; Liubov S. Arbeeva, Duke University; Igor Akushevich, Duke University; Anatoliy I. Yashin, Duke University
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Significance Tests for Time-Varying Covariate Effect in Longitudinal Functional Data
Saebitna Oh, North Carolina State University; Ana-Maria Staicu, North Carolina State University
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Community State Types and Major Shifts in the Microbiome
James Brooks, Virginia Commonwealth University
9:35 AM
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Significance Tests for Time-Varying Covariate Effect in Longitudinal Functional Data
Saebitna Oh, North Carolina State University; Ana-Maria Staicu, North Carolina State University
9:55 AM
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Functional Mixed-Effects Models for Longitudinal Data: An Application to Electrical Impedance Myography Data
Kush Kapur, Boston Children's Hospital/Harvard Medical School; Rajesh Selukar, SAS Institute; Basil Darras, Boston Children's Hospital; Seward Rutkove, Beth Israel Deaconess Medical Center
10:05 AM
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Discretized Longitudinal Data with Two Sources of Measurement Error
Amy Nussbaum, Southern Methodist University; Cornelis Potgieter, Southern Methodist University; Michael Chmielewski, Southern Methodist University
10:35 AM
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A Model for Estimating Missing Items Score on Self-Reported Psychometric Scales
Balasubramani G.K., University of Pittsburgh; Stephen R. Wisniewski, University of Pittsburgh
11:05 AM
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Binary Exposure and Longitudinal Cognition Outcomes in the Presence of Noningorable Dropout and Death
Maria Josefsson, CEDAR
11:35 AM
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Estimating Dynamic Characteristics of Longitudinal and Survival Data in Stochastic Process Models: Insights from Simulation Studies
Konstantin Arbeev, Duke University; Ilya Y. Zhbannikov, Duke University; Liubov S. Arbeeva, Duke University; Igor Akushevich, Duke University; Anatoliy I. Yashin, Duke University
11:40 AM
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Auxiliary Variable Sampling Designs for Longitudinal Binary Data with Application to Spirometry-Based COPD Diagnosis
Jonathan Scott Schildcrout, Vanderbilt University
2:55 PM
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Tuesday, 08/02/2016
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Maximum Likelihood or Generalized Estimating Equations: A Comparison in the Context of Proportional Odds Model for Ordinal Response
Xinkai Zhou, Statistics Core@UCLA
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Mediation Analysis for Longitudinal Data Using Regression Calibration When the Mediator Is Measured with Error
John M. Ssenkusu, University of Minnesota; David Vock, University of Minnesota School of Public Health
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Mediation Analysis for Longitudinal Data Using Regression Calibration When the Mediator Is Measured with Error
John M. Ssenkusu, University of Minnesota; David Vock, University of Minnesota School of Public Health
9:05 AM
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Dynamic Child Growth Prediction: A Comparative Methods Approach
Andrada E. Ivanescu, Montclair State University; Ciprian Crainiceanu, The Johns Hopkins University; William Checkley, The Johns Hopkins University
11:15 AM
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Inference for Nonlinear Panel/Longitudinal Data
Carles Breto, University of Michigan; Edward L. Ionides, University of Michigan; Aaron A. King, University of Michigan
2:20 PM
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Bayesian Modeling of Between- and Within-Subject Variances Using Mixed Effects Location Scale Models for Intensive Longitudinal Data
Donald Hedeker, The University of Chicago; Robin J. Mermelstein, University of Illinois at Chicago; Xiaolei Lin, The University of Chicago
2:25 PM
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Estimating Onset Time from Longitudinal Data with Application to Estimating Gestational Age from Maternal Anthropometry During Pregnancy
Ana Maria Ortega-Villa, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Paul Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development
2:35 PM
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Power Analysis for Longitudinal Data
Niloofar Ramezani, University of Northern Colorado
2:50 PM
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Multivariate Copula-Based Regression Models for Longitudinal Data
Xin Tian, National Heart, Lung, and Blood Institute; Colin O. Wu, National Heart, Lung, and Blood Institute
3:05 PM
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Generalized Semiparametric Varying-Coefficient Models for Longitudinal Data
Li Qi, Sanofi US; Yanqing Sun, The University of North Carolina at Charlotte; Peter Gilbert, Fred Hutchinson Cancer Research Center
3:20 PM
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Functional Data Analysis for Sparse and Irregular Longitudinal MRI Measurements in the Developing Brain
Xiongtao Dai, Healthy Birth, Growth and Development knowledge integration (HBGDki) Community; Hans-Georg Mueller, University of California at Davis; Jane-Ling Wang, University of California at Davis
3:25 PM
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Wednesday, 08/03/2016
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Improved Methods for the Marginal Analysis of Longitudinal Data in the Presence of Time-Dependent Covariates
I-Chen Chen, University of Kentucky; Philip Westgate, University of Kentucky
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Semiparametric Estimation of Longitudinal Data with Nonignorable Attrition Using Refreshment Samples
Jianfei Zheng, Oregon State University; Lan Xue, Oregon State University
8:50 AM
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Semiparametric Stochastic Mixed Models for Bivariate Periodic Longitudinal Data
Kexin Ji, University of Waterloo; Joel Dubin, University of Waterloo
9:05 AM
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Improved Methods for the Marginal Analysis of Longitudinal Data in the Presence of Time-Dependent Covariates
I-Chen Chen, University of Kentucky; Philip Westgate, University of Kentucky
9:10 AM
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Cluster-Adjusted Regression for Displaced Subject Data (CARDS): Marginal Inference Under Potentially Informative Temporal Cluster Size Profiles
Somnath Datta, University of Florida; JOE BIBLE, National Institutes of Health; JAMES BECK, The University of North Carolina at Chapel Hill
9:15 AM
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Historical Functional Cox Regression, with an Application to Prediction of Multiple Sclerosis Lesions
Philip Reiss, New York University; Elizabeth M. Sweeney, Johns Hopkins Bloomberg School of Public Health ; Jonathan Gellar, Mathematica Policy Research
9:15 AM
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Analysis of Asynchronous Longitudinal Data with Partially Linear Model
Li Chen, University of Missouri
9:35 AM
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Unified Inference for Sparse and Dense Longitudinal Data in Time-Varying Coefficient Models
Yixin Chen, Sanofi; Weixin Yao, University of California at Riverside
9:50 AM
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Functional Data Methods for Child Growth Data
Luo Xiao, North Carolina State University; Andrew Leroux, Johns Hopkins Bloomberg School of Public Health; William Checkley, The Johns Hopkins University; Ciprian Crainiceanu, The Johns Hopkins University
9:55 AM
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A Semiparametric Joint Model for Terminal Trend of Quality of Life and Survival in Palliative Care Research
Zhigang Li; H. Rob Frost, Dartmouth College; Lihui Zhao, Northwestern University; Lei Liu, Northwestern University; Kathleen Lyons, Dartmouth College; Huaihou Chen, University of Florida; Bernard Cole, University of Vermont; David Currow, Flinders University; Marie Bakitas, University of Alabama at Birmingham; Tor Tosteson, Dartmouth College
10:35 AM
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An Estimating Equation Approach to Dimension Reduction in Longitudinal Data
Liping Zhu, Renmin University of China; Li Jin, Fudan University; Kelin Xu, Fudan University; Wensheng Guo, University of Pennsylvania Perelman School of Medicine; Momiao Xiong, The University of Texas Health Science Center at Houston
11:00 AM
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Classification of Longitudinal Data Using P-Splines and Correlated Mixed-Effects Models Applied to Predict Pregnancy Outcomes
Cristian Meza, Universidad de Valparaiso; Ana Arribas-Gil, Universidad Carlos III de Madrid; Rolando De la Cruz, P. Universidad Católica de Valparaíso; Claudio Fuentes, Oregon State University
11:05 AM
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Joint Partially Linear Model for Longitudinal Data with Informative Drop-Outs
Sehee Kim, University of Michigan; Donglin Zeng, The University of North Carolina at Chapel Hill; Jeremy M. G. Taylor, University of Michigan
11:55 AM
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Thursday, 08/04/2016
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Personalized Treatment for Longitudinal Data Using Unspecified Random-Effects Model
Hyunkuen Cho, Western Michigan University; Peng Wang, University of Cincinnati; Annie Qu, University of Illinois at Urbana-Champaign
8:35 AM
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Longitudinal Functional Data Analysis
So-Young Park, North Carolina State University; Ana-Maria Staicu, North Carolina State University
9:05 AM
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Methods for Joint Clustering of Longitudinal HIV Biomarker Trajectories in the Presence of Missing and Censored Observations
Miranda Lynch, University of Connecticut Health Center; Marianna Baum, Florida International University; Vladimir Novitsky, Harvard T.H. Chan School of Public Health; Victor De Gruttola, Harvard
9:20 AM
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Clustering Longitudinal Unbalanced Data: An Application to the Early Childhood Growth Pattern
Md Hossain, Nemours Biomedical Research, A.I. DuPont Children's Hospital
9:50 AM
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Bayesian Joint Modeling of Longitudinal Data on Frequency and Intensity of Drinking in Alcoholism Trials
Eugenia Buta, Yale University; Stephanie O'Malley, Yale University; Ralitza Gueorguieva, Yale University
10:35 AM
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Individualizing Drug Dosage with Longitudinal Data
Xiaolu Zhu, University of Illinois at Urbana-Champaign; Annie Qu, University of Illinois at Urbana-Champaign
10:50 AM
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Stable Balancing Weights for Marginal Structural Models
Maria de los Angeles Resa Juarez, Columbia University; Jose Zubizarreta, Columbia University
10:50 AM
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On Analysis of Longitudinal Clinical Trials with Missing Data Using Reference-Based Imputation
Lei Pang, Merck; Guanghan Liu, Merck Research Laboratories
11:50 AM
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A Comparison of Model-Based and Data-Driven Methods for Clustering of Multivariate Longitudinal Data
Dawei Liu, Biogen ; Ih Chang, Biogen; Donald Johns, Biogen; Stacy Lindborg, Biogen
12:05 PM
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