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Sunday, 08/01/2010
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Spatio-Spectral Approach in fMRI Data Analysis: An Approach to Dealing with High Dimensionality of the Data
Hakmook Kang, Brown University
2:05 PM
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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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Design and Analysis of a Simulation Study on MPLS Network
Wenbiao Zhang, Insurance Corporation of British Columbia; Pranesh Kumar, University of Northern British Columbia
3:05 PM
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The Generalized Linear Mixed Model with Spatial-Temporal Data
J Aleong, University of Vermont
3:35 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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Statistical Modeling of Tumor Regrowth and the Assessment of Drugs Synergy in Animal Experiments
Eugene Demidenko, Dartmouth Medical School
4:05 PM
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Value-Added Assessment Models with Continuous and Categorical Responses
Sharon Lohr, Arizona State University; Jennifer Broatch, Arizona State University
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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Model Selection for Dependent Data via the Minimum Description Length Principle
Li Li, University of Toronto; Radu Craiu, University of Toronto; Fang Yao, University of Toronto
4:50 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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Longitudinal Methods for Analysis of Tumor Burden Data
Ritwik Sinha, Bristol-Myers Squibb; Aparna B. Anderson, Bristol-Myers Squibb
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Interrelating of Longitudinal Processes: An Empirical Example
Tamika Y.N. Royal-Thomas, Florida State University; Daniel McGee, Florida State University; Debajyoti Sinha, Florida State University; Clive Osmond, Medical Research Council Epidemiology Resource Centre; Terrence Forrester, Tropical Medicine Research Institute
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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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A Mixed Model for Invasive MRSA Rates Analysis Among EIP Sites
Yi Mu, CDC; Jonathan R. Edwards, CDC; Scott Fridkin, CDC
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Relative Power and Robustness of Mixed Model, GEE, and MMRM Analysis of Alzheimer's Disease Treatment Trials
Steven D. Edland, University of California, San Diego
8:35 AM
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Joint Analysis of Survival Time and Longitudinal Categorical Outcomes
Jaeun Choi, The University of North Carolina at Chapel Hill; Jianwen Cai, The University of North Carolina at Chapel Hill; Donglin Zeng, The University of North Carolina at Chapel Hill
8:55 AM
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Analyzing Data from a Split-Plot Experiment When the Observations Have Overdispersed Poisson Distributions
Jia Liu, Iowa State University; Philip Michael Dixon, Iowa State University
9:05 AM
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Multivariate Longitudinal Bayesian Imputation for Global Statistical Test, with Applications to Parkinson's Disease
Sheng Luo, The University of Texas School of Public Health; Andrew Lawson, Medical University of South Carolina; Jordan J. Elm, Medical University of South Carolina; Barbara C. Tilley, The University of Texas Health Science Center at Houston
9:20 AM
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Predictions in Generalized Linear Mixed Model
Chenghsueh Yang, University of California, Riverside
9:50 AM
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A Study of SPC Under Run-to-Run Feedback Control
Shui-Pin Lee, Ching Yun University
10:50 AM
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Mixed Model of Cross-Sectional and Longitudinal Data with Application to Modeling Cognitive Aging in a Cohort of APOE e4 Carriers and Noncarriers
Amylou C. Dueck, Mayo Clinic; Joseph G. Hentz, Mayo Clinic; Brie N. Noble, Mayo Clinic; Eric M. Reiman, Banner Alzheimer's Institute; Richard J. Caselli, Mayo Clinic
10:50 AM
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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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Modeling Mood Variation Associated with Smoking Using a Mixed-Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) Data
Donald Hedeker, University of Illinois at Chicago; Robin Mermelstein, University of Illinois at Chicago
2:05 PM
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Predicting Renal Graft Failure Using Multivariate Longitudinal Profiles
Geert Verbeke, I-Biostat; Steffen Fieuws, I-BioStat
2:05 PM
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An Individual-Patient Meta-Analytic Mixed Model with Repeated Measures and Time-Dependent Covariates: An Application to Adverse Event Data
Sofia Paul, Novartis Pharmaceuticals Corporation; Stephanie Ann Kovalchik, University of California, Los Angeles; Jing Hu, Novartis Pharmaceuticals Corporation; Glen Laird, Novartis Pharmaceuticals Corporation
2:20 PM
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Statistical Analyses of Correlated Medical Cost Data
Lei Liu, University of Virginia
2:45 PM
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A Geostatistical Approach to Disease Mapping for Aggregated Count Data Using GLMMs
Lauren Hund, Harvard University; Brent A. Coull, Harvard School of Public Health
3:20 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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Robust Two-Stage Modeling with Finite Mixture Conditional Distributions
Tingting Zhan, Temple University; Inna Chervoneva, Thomas Jefferson University; Boris Iglewicz, Temple 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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Nonparametric Functional Mapping of Quantitative Trait Loci
Jie Yang, St. Jude Children's Research Hospital; George Casella, University of Florida; Rongling Wu, Penn State
2:30 PM
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Linear Mixed Model Selection for False Discovery Rate Control in Microarray Data Analysis
Cumhur Yusuf Demirkale, University of Florida; Dan Nettleton, Iowa State University; Tapabrata Maiti, Michigan State University
2:55 PM
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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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A Bayesian Generalized Linear Mixed Model for HIV-1 Vaccine Immune Response with Missing Data
Sydeaka Patrice Watson, Baylor University; John Seaman, Baylor University; James Stamey, Baylor University; Bette Korber, Los Alamos National Laboratory; Mark Muldoon, University of Manchester
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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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Longitudinal Data Analysis with Event Time as a Covariate
Xuewen Lu, University of Calgary; Bin Nan, University of Michigan; Peter Song, University of Michigan; MaryFran Sowers, University of Michigan
9:15 AM
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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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Adjustment of Regional Differences Using Generalized Additive Mixed Model to Estimate Health Effect of PM2.5
Ayano Takeuchi, The University of Tokyo; Yutaka Matsuyama, The University of Tokyo; Hiroshi Nitta, National Institute for Environmental Studies; Masaji Ono, National Institute for Environmental Studies
11:05 AM
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Logit-Based Neutral Zone Classification Algorithm with Application to Microbial Community Profiling
Rebecca Le, University of California, Riverside; Daniel R. Jeske, University of California, Riverside
11:20 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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Small-Area Estimation of U.S. Health Disparities
Tanja Srebotniak, Ecologic Institute; Christopher J.L. Murray, Institute for Health Metrics and Evaluation; Ali Mokdad, Institute for Health Metrics and Evaluation; Rafael Lozano, Institute for Health Metrics and Evaluation
2:25 PM
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Thursday, 08/05/2010
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Maximizing the Longitudinal Rate of Change with Multiple Outcome Measures to Improve the Design of Clinical Trials on Alzheimer's Disease
Chengjie Xiong, Washington University
8:35 AM
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How to Handle Placebo Data in Dosing Ranging Studies Using 2-by-2 Crossover Design
Xin Zhao, Merck & Co., Inc.
9:35 AM
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A Comparison of Rank-Based Methods for Mixed Models
John Kloke, Bucknell University; Joseph W. McKean, Western Michigan University; M. Mushqur Rashid, FDA
9:35 AM
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Default Bayesian Analysis for Hierarchical Spatial Multivariate Models
Sarat C. Dass, Michigan State University; Chae Young Lim, Michigan State University; Tapabrata Maiti, Michigan State University
10:55 AM
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A CAR Model on Quality of Life of Breast Cancer Survivors with Application of an Ancillarity Sufficiency Interweaving Scheme
Yajun Liu, University of Missouri
11:35 AM
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