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Sunday, 08/01/2010
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Model Selection for Generalized Linear Mixed Models
Rosanna Haut, University of California, San Diego
2:20 PM
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Automated, Robust Analysis of Quantitative Image Data Using Functional Mixed Models and Isomorphic Basis-Space Modeling
Jeffrey S. Morris, MD Anderson Cancer Center; Veera Baladandayuthapani, MD Anderson Cancer Center; Hongxiao Zhu, MD Anderson Cancer Center
4:05 PM
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Efforts to Adjust for Confounding by Neighborhood Using Complex Survey Data
Babette Brumback, University of Florida; Amy Dailey, University of Florida; Zhulin He, University of Florida; Lyndia C. Brumback, University of Washington; Melvin Livingston, University of Florida
4:35 PM
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Quantile Regression Extended to Mixed Models
Michelle Quinlan, University of Nebraska-Lincoln; Walt Stroup, University of Nebraska-Lincoln
4:50 PM
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Monday, 08/02/2010
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Modeling Hierarchical Structure of Complex Data from a Network of Drug Treatment Programs
Carrie J. Tillotson, Oregon Health & Science University; Dongseok Choi, Oregon Health & Science University; KIm Hoffman, Oregon Health & Science University; Dennis McCarty, Oregon Health & Science University
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Comparison of Longitudinal Analyses of Binary Outcome Data: Marginal Models vs. Generalized Linear Mixed Models
Qian Dong, Merck Sharp & Dohme Corp.
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Goodness-of-Fit Tests in Generalized Linear Mixed Models
Min Tang, University of Maryland; Eric V. Slud, University of Maryland; Ruth Pfeiffer, National Cancer Institute
12:05 PM
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Statistical Analyses of Correlated Medical Cost Data
Lei Liu, University of Virginia
2:45 PM
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Tuesday, 08/03/2010
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Linear Mixed Models for Assessing Longitudinal Mediation
Mark Beasley, The University of Alabama at Birmingham; Robert Makowsky, The University of Alabama at Birmingham; Yu-Mei Schoenberger, The University of Alabama at Birmingham
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Blood Transfusion After Lung Transplant Using Two-Step Nonlinear Multiphase Generalized Mixed Models
Jeevanantham Rajeswaran, Cleveland Clinic; Eugene H. Blackstone, Cleveland Clinic
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Permutation Tests for Random Effects in Linear Mixed Models
Oliver Lee, University of Michigan
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Wavelet-Based Functional Linear Mixed Models for Panel Study Data
Elizabeth J. Malloy, American University; Jeffrey S. Morris, MD Anderson Cancer Center; Sara D. Adar, University of Michigan School of Public Health; Helen Suh, Harvard School of Public Health; Dianne R. Gold, Harvard School of Public Health; Brent A. Coull, Harvard School of Public Health
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Mixed Models for Repeated Zero-Inflated Counts from Smoking Cessation Data
E. Paul Wileyto, University of Pennsylvania; Yimei Li, University of Pennsylvania; Daniel F. Heitjan, University of Pennsylvania
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Identifying Genes Under Selection Using Generalized Linear Mixed Models
Kirsten Elise Eilertson, Cornell University; Jim Booth, Cornell University; Carlos Bustamante, Stanford University
8:35 AM
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A Bayesian Approach to Fitting Mixed Models Using Shape-Restricted Regression Splines
Amber Hackstadt, Colorado State University; Mary Meyer, Colorado State University; Jennifer A. Hoeting, Colorado State University
9:05 AM
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Mixed-Effect Models for High-Throughput Mass Spectrometry-Based Proteomic Profiling Experiments
Timothy Clough, Purdue University; Ching-Yun (Veavi) Chang, Purdue University; Olga Vitek, Purdue University
9:15 AM
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Optimal Design in Bioequivalence Studies Analyzed with Nonlinear Mixed Effects Models
France Mentre, Universite Paris-Diderot; Thu Thuy N'guyen, Universite Paris-Diderot/INSERM; Anne Dubois, Universite Paris-Diderot/INSERM; Caroline Bazzoli, Universite Paris-Diderot/INSERM
3:20 PM
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Generalized Point Estimation with Application to Small Response Estimation
Sam Weerahandi, Pfizer Inc.
3:20 PM
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Wednesday, 08/04/2010
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Model Selection for Nonnested Linear Mixed Models
Che Smith, The University of North Carolina at Chapel Hill; Lloyd Edwards, The University of North Carolina at Chapel Hill
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Multivariate t Linear Mixed Models with AR(p) Errors for Multiple Longitudinal Data
Wan-Lun Wang, National Central University, Taiwan; Tsai-Hung Fan, National Central University, Taiwan
10:50 AM
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Nonparametric and Semiparametric M-Quantile Inference for Longitudinal Data
Nikos Tzavidis, CSSR; Nicola Salvati, DSMAE; Hukum Chandra, IASRI; Raymond Chambers, CSSM
2:05 PM
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Multivariate Modeling of Longitudinal Health Care Costs and Time-to-Event Data in Matched Pairs
An Creemers, Universiteit Hasselt; Marc Aerts, Hasselt University; Niel Hens, Hasselt University; Ziv Shkedy, Universiteit Hasselt; Frank De Smet, National Alliance of Christian Mutualities; Philippe Beutels, Universiteit Antwerpen
2:20 PM
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