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Monday, 08/02/2010
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Efficient Classification for Longitudinal Data
Xianlong Wang, Fred Hutchinson Cancer Research Center; Peiyong (Annie) Qu, University of Illinois at Urbana-Champaign
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Computing the Standard Error of the Relative Risk of Dementia versus Death in a Multistate Nonstationary Markov Chain
Lei Yu, Rush Alzheimer's Disease Center; Richard J. Kryscio, University of Kentucky
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Methodological Considerations Affecting How to Treat the Baseline Measurement of an Outcome
Jennifer Faerber, University of Pennsylvania; Russell Localio, University of Pennsylvania
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Modeling Batched Gaussian Longitudinal Data Subject to Informative Dropout
Paul S. Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Joanna H. Shih, National Cancer Institute
8:55 AM
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Statistical Models and Estimation Methods for Ordinal Longitudinal Data
Claudia Czado, Technische Universitaet Muenchen; Claudia Czado, Technische Universitaet Muenchen
9:05 AM
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Quantile Regression for Longitudinal Data with Left-Censoring and Informative Dropouts
Minjae Lee, University of Pittsburgh; Lan Kong, University of Pittsburgh
9:35 AM
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Analysis of Discrete Longitudinal Data Using Weighted Pseudo-Likelihood Method
Abdus Sattar Sattar, Case Western Reserve University
10:35 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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The Analysis of Binary Longitudinal Data with Time-Dependent Covariates
Matthew Guerra, University of Pennsylvania; Justine Shults, University of Pennsylvania; Thomas R. Ten Have, University of Pennsylvania School of Medicine
11:05 AM
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A Joint Model of Longitudinal Data and Time-to-Event Data with Cure Fraction
Ashok Panneerselvam, Case Western Reserve University; Mark Schluchter, Case Western Reserve University
2:05 PM
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Joint Modeling of Primary Outcome and Longitudinal Data Measured at Informative Observation Times
Song Yan, North Carolina State University; Daowen Zhang, North Carolina State University; Wenbin Lu, North Carolina State University
2:20 PM
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Use of Multiple Singular Value Decompositions to Analyze Complex Calcium Ion Signals
Josue Guillermo Martinez, Texas A&M University
3:25 PM
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Tuesday, 08/03/2010
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An Informatics Center for Online Longitudinal Data Analysis
Edward C. Chao, Data Numerica Institute, Inc.; Tao Qi, Annpro Analytic Technologies, Inc.
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A Natural B-Spline Varying-Coefficient Method for Longitudinal Data with Nonignorable Dropout
Jeri E.F. Harwood, University of Colorado, Denver; Samantha MaWhinney, Colorado School of Public Health, University of Colorado Denver; Erika L. Hernandez, Brigham Young University
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A Multilevel Modeling Approach to Investigating Treatment Effect Variability in Randomized Longitudinal Experiments
Joseph Rausch, University of Cincinnati College of Medicine/Cincinnati Children's Hospital
9:15 AM
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Longitudinal Data Analysis: Tackling Dropouts and Those Pesky Outliers
Devan V. Mehrotra, Merck Research Laboratories; Xiaoming Li, Merck Research Laboratories; Jiajun Liu, Merck Research Laboratories
10:50 AM
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Nonparametric Methods for Longitudinal Data in Factorial Experiments with R: A New Package 'nparLD'
Kimihiro Noguchi, University of California, Davis; Frank Konietschke, Department of Medical Statistics; Yulia R. Gel, University of Waterloo; Edgar Brunner, University of Goettingen
2:20 PM
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Nonparametric State Space Models for Longitudinal Data
Peter Song, University of Michigan; Daimin Shi, Southwestern University of Finance and Economics
3:20 PM
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Wednesday, 08/04/2010
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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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Adaptive Fitting of Linear Mixed Effects Models with Correlated Random Effects
Guangxiang George Zhang, State University of New York at Stony Brook; John J. Chen, State University of New York at Stony Brook
11:05 AM
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Longitudinal Functional Principal Component Analysis with Application to DTI Tractography Data
Sonja Greven, Ludwig-Maximilians-University Munich; Ciprian Crainiceanu, The Johns Hopkins University; Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Daniel Reich, National Institutes of Health
11:15 AM
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Analysis of Longitudinal Data with Time-Varying Dependence on Observation Times
Na Cai, North Carolina State University; Wenbin Lu, North Carolina State University; Hao Helen Zhang, North Carolina State University
11:35 AM
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Semiparametric Functional Mapping for Irregular Longitudinal Data Using Penalized Spline and MCMC
Kiranmoy Das, Penn State
11:50 AM
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Bayesian Nonparametric Longitudinal Data Analysis with Embedded Autoregressive Structure: Application to Hormone Data
Wesley Johnson, University of California, Irvine; Fernando Quintana, Pontificia Universidad Católica de Chile
2:05 PM
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Modification by Frailty Status of the Respiratory Health Effects of Air Pollution in Older Adults
Sandrah P. Eckel, University of Southern California; Thomas Louis, Johns Hopkins Bloomberg School of Public Health; Karen Bandeen-Roche, Johns Hopkins Bloomberg School of Public Health; Paulo H. Chaves, Johns Hopkins Bloomberg School of Public Health; Helene G. Margolis, University of California, Davis; Linda P. Fried, Columbia University Mailman School of Public Health
2:20 PM
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