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* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Mixed effects model returned 19 record(s)
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Tuesday, 07/30/2019
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Mixed Effects Models for Sequential, Multiple Assignment Randomized Trials (SMARTs)
Brook Luers, University of Michigan; Daniel Almirall, University of Michigan
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Network Models with Unspecified Higher Order Dependence
Stone Chen, University of Auckland
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Tumor-Growth Modeling for Informed Go/No-Go Decisions
Wei Wei, Yale University School of Public Health; Daniel Zelterman, Yale University School of Public Health; Elizabeth Garrett-Mayer, American Society of Clinical Oncology
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Nonlinear Mixture Models for Identifying Early Markers of Neurological Diseases
Qinxia Wang, Columbia University, Department of Biostatistics; Ming Sun, J.P. Morgan Chase, Compliance Analytics; Yuanjia Wang, Columbia University
9:20 AM
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An Algorithmic Construction of All Unbiased Estimators of Variance Components in Linear Mixed Effects Models
Luyao Peng, Univ. of California, Riverside; Subir Ghosh, University of California, Riverside
10:35 AM
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Inference for High-Dimensional Linear Mixed Effects Models: a Quasi-Likelihood Approach
Sai Li, University of Pennsylvania; Hongzhe Li, University of Pennsylvania; T. Tony Cai, The Wharton School, University of Pennsylvania
11:05 AM
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Modeling Longitudinal Depressive Symptoms in Community-Based Studies
Ana W. Capuano, Rush University Medical Center; Jeffrey Dawson, University of Iowa; Sue E Leurgans, Rush University Medical Center; Donald Hedeker, University of Chicago
11:35 AM
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TWO-SIGMA-Geneset: TWO-Component SInGle Cell Model-Based Association Method for Gene Set Testing
Eric Van Buren, University of North Carolina at Chapel Hill; Di Wu, University of North Carolina at Chapel Hill; Ming Hu, Cleveland Clinic; Yun Li, University of North Carolina at Chapel Hill
12:05 PM
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Bayesian LASSO for Non-Stationary Gaussian Linear Mixed Effects Model
Emrah Gecili, Cincinnati Children's Hospital Medical Center; Siva Sivaganesan, University of Cincinnati; Assem G Ziady, Cincinnati Children's Hospital Medical Center; Rhonda Szczesniak, Cincinnati Children's Hospital
12:05 PM
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Wednesday, 07/31/2019
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Prediction Accuracy and Robustness to Non-Normality of Two Methods of Predicting Random Effects in Linear Mixed Effects Models: Empirical Bayes vs. Quadratic Inference Functions
Zhiwen Wang, University of Kansas Medical Center ASA Student Chapter; Francisco Diaz, The University of Kansas Medical Center; John D Keighley, University of Kansas Medical Center; Jianghua (Wendy) He, The University of Kansas Medical Center; Jo Wick, University of Kansas Medical Center
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A Longitudinal Bayesian Mixed Effects Model with Hurdle Conway-Maxwell-Poisson Distribution
Tong Kang, University of Florida; Somnath Datta, University of Florida; Jeremy T. Gaskins, University of Louisville
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Approaches for Modeling Spatially Varying Associations Between Multi-Modal Images
Alessandra Valcarcel, University of Pennsylvania; Simon N. Vandekar, University of Pennsylvania; Tinashe Tapera, University of Pennsylvania; Azeez Adebimpe, University of Pennsylvania; David Roalf, University of Pennsylvania; Armin Raznahan, Child Psychiatry Branch, National Institute of Mental Health, NIH; Theodore Satterthwaite, University of Pennsylvania; Russell Shinohara, University of Pennsylvania; Kristin Linn, University of Pennsylvania
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Behavioral Phenotyping Using Nonlinear Mixed Models for the Running Wheel
Sandra McBride, Social & Scientific Systems, Inc; Gaylia Jean Harry, Ph.D., National Institute of Environmental Health Sciences; Keith Shockley, Ph.D., National Institute of Environmental Health Sciences; Helen Cunny, Ph.D., National Institute of Environmental Health Sciences
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JointMM: Joint Modeling of Longitudinal Microbiome and Time-To-Event Data with Application to a Type I Diabetes Study
Jiyuan Hu, New York Unversity School of Medicine; Chan Wang, Division of Biostatistics, NYU School of Medicine; Martin Blaser, New York University School of Medicine and Rutgers University; Huilin Li, NYU School of Medicine
11:20 AM
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Joint Modeling of Longitudinal Continuous, Longitudinal Ordinal, and Time-To-Event Outcomes
Abdus Sattar; Khurshid Alam, Case Western Reserve University; Arnab Maity, North Carolina State University; Sanjoy Sinha, Carleton University; Dimitris Rizopoulos, Erasmus University Medical Center
2:05 PM
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