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Sunday, 08/01/2010
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Posterior Predictive Loss for Model Selection in Incomplete Longitudinal Data
Arkendu Sekhar Chatterjee, University of Florida; Michael J. Daniels, University of Florida
2:20 PM
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On Rank Score Test for Longitudinal Bent Line Quantile Model
Nanshi Sha, Columbia University
2:20 PM
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Quantile Regression Approach to the Location-Scale Model
Hyokyoung (Grace) Hong, Baruch College, CUNY
2:35 PM
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A Joint Model for Longitudinal Measurements and Competing Risks Survival Data
Gang Li, University of California, Los Angeles
3:05 PM
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Longitudinal Factor Analysis of Continuous and Ordinal Data
Bradley J. Barney, Texas A&M University; Valen Johnson, MD Anderson Cancer Center; Simon J. Sheather, Texas A&M University; Veera Baladandayuthapani, MD Anderson Cancer Center; Xin Shelley Wang, MD Anderson Cancer Center; Charles S. Cleeland, MD Anderson Cancer Center
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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The OMOP Project: A Large-Scale Evaluation of Drug Safety Surveillance Algorithms in Longitudinal Databases
David Madigan, Columbia University; Patrick Ryan, GlaxoSmithKline
4:05 PM
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Modified Robust Covariance Estimator for Generalized Estimating Equations with Improved Small-Sample Properties
Ming Wang, Emory University; Qi Long, Emory University
4:20 PM
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Assessment of Drug Effects in Xenograft Models Using Constrained Parametric Maximum Likelihood Estimations
Hong-Bin Fang, University of Maryland Greenebaum Cancer Center
4:25 PM
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Flexible Bent-Cable Models for Mixture Longitudinal Data
Shahedul Ahsan Khan, University of Waterloo; Grace Chiu, CSIRO; Joel A. Dubin, University of Waterloo
4:45 PM
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Monday, 08/02/2010
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Comparison of Quadratic Inference Functions and Generalized Estimating Equations: Longitudinal Case Study of Act 1220 of 2003 Health Policy in Arkansas
Zoran Bursac, University of Arkansas for Medical Sciences; D. Keith Williams, University of Arkansas for Medical Sciences; Clinton Heath Gauss, University of Arkansas for Medical Sciences; Page Moore, University of Arkansas for Medical Sciences; Melanie E. Goodell, University of Arkansas for Medical Sciences; Rebecca A. Krukowski, University of Arkansas for Medical Sciences ; Delia Smith West, University of Arkansas for Medical Sciences ; Martha M. Phillips, University of Arkansas for Medical Sciences ; James M. Raczynski, University of Arkansas for Medical Sciences
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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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Bivariate Time Series Analysis of Longitudinal Models
Paul Kolm, Christiana Care Health System; Claudine Jurkovitz, Christiana Care Health System
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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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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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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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Evaluating Endpoint Determination and Approaches for Handling Missing Data in Pain Trials
Lindsey Lian, PPD, Inc.; Benjamin Luke Peterson, PPD, Inc.
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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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Handling Missing Data in a Longitudinal Community Epidemiological Study of Urban Children's Exposure to Violence
Lingqi Tang, University of California, Los Angeles; Thomas R. Belin, University of California, Los Angeles; Michele Cooley-Strickland, University of California, Los Angeles Center for Culture and Health
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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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Topics on Analyzing Recurrent Event Data with Sparsely Observed Longitudinal Information
Ye Shen, Yale University; Yongtao Guan, Yale University
8:35 AM
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Inference for Kappas for Longitudinal Study Data: Applications to Sexual Health Research
Yan Ma, Hospital for Special Surgery, Weill Medical College of Cornell University; Wan Tang, University of Rochester; Changyong Feng, University of Rochester Medical Center; Xin M. Tu, University of Rochester
8:50 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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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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Generalized Partially Linear Mixed Effects Models Incorporating Mismeasured Covariates
Hua Liang, University of Rochester
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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Confounding Bias Correction for Longitudinal Data
Yuanzhang Li, Walter Reed Army Institute of Research ; Robert Yolken, Johns Hopkins School of Medicine; David Niebuhr, Walter Reed Army Institute of Research
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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Outcome-Dependent Sampling for Continuous Longitudinal Response Data
Jonathan Schildcrout, Vanderbilt University; Paul J. Rathouz, The University of Chicago; Patrick Heagerty, University of Washington
9:20 AM
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A Simultaneous Confidence Band for Sparse Longitudinal Regression
Shujie Ma, Michigan State University; Lijian Yang, Michigan State University; Raymond Carroll, Texas A&M University
9:35 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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A Bayesian Hierarchical Model for Combining Multiple Longitudinal Aging Studies
Nuoo-Ting Molitor, Imperial College, London; Sylvia Richardson, Imperial College, London; John Molitor, Imperial College, London; Nicky Best, Imperial College, London
9:50 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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Exploratory Longitudinal Graphical Summaries of Concomitant Medication Data
Chris Barker, Consultant
10:50 AM
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Extension of Max-Id Copula to Longitudinal Couple-Based Binary Data
Seunghee Baek, University of Pennsylvania
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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Multilevel Bayesian models of survival and zero-inflated longitudinal patient-reported outcomes
Laura A. Hatfield, University of Minnesota; Mark E. Boye, Eli Lilly and Company; Michelle Denise Hackshaw, Eli Lilly and Company; Bradley P. Carlin, University of Minnesota
10:55 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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Marginal Analysis of Longitudinal Count Data from a Teenage Driving Study
Zhiwei Zhang, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Paul S. Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development
11:20 AM
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A Bayesian Shrinkage Model for Incomplete Longitudinal Binary Data with Application to the Breast Cancer Prevention Trial
Chenguang Wang, FDA; Michael J. Daniels, University of Florida; Daniel O. Scharfstein, Johns Hopkins Bloomberg School of Public Health; Stephanie R. Land, University of Pittsburgh
11:35 AM
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Longitudinal Models with Penalized Splines and Time-Dependent Covariates
Jesse D. Raffa, University of Waterloo; Joel A. Dubin, University of Waterloo
11:50 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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Predicting Renal Graft Failure Using Multivariate Longitudinal Profiles
Geert Verbeke, I-Biostat; Steffen Fieuws, I-BioStat
2:05 PM
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Optimal Weight in Estimating the Receiver Operating Characteristic Curve Area Using Longitudinal Data
Yougui Wu, University of South Florida
2:05 PM
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A Bayesian Latent Variable Model for Identifying Slow Early Fetal Growth
James C. Slaughter, Vanderbilt University; Amy H. Herring, The University of North Carolina at Chapel Hill
2:05 PM
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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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Functional Latent Feature Models
Naisyin Wang, University of Michigan
2:25 PM
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A Joint Longitudinal and Illness-Death Model
Elizabeth Renata Brown, University of Washington
2:25 PM
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Estimating a Continuously Observed Semi-Markov Process
Amy Laird, University of Washington; Lurdes Inoue, University of Washington
2:35 PM
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Fitting High-Dimensional Joint Models for Longitudinal and Time-to-Event Data Using Laplace Approximations
Dimitris Rizopoulos, Erasmus University Medical Center
2:45 PM
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Modeling Heaping in Self-Reported Longitudinal Cigarette Count Data
Hao Wang, The Johns Hopkins University; Daniel F. Heitjan, University of Pennsylvania
2:55 PM
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Semiparametric Regression Approaches for Longitudinal Genetic Studies
Yuanjia Wang, Columbia University
3:05 PM
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A Joint Model for the Analysis of Multiscale Time to Events and Longitudinal Binary Data
Rajeshwari Sundaram, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Alexander Mclain, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Paul S. Albert, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Germaine M. Buck Louis, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Kirsten J. Lum, The Johns Hopkins University
3:05 PM
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Selection Biases in Repeated Measures Analysis of Treatment Effects for Recurrent Episodic Conditions
Richard J. Cook, University of Waterloo
3:20 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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Improving the Performance of the Generalized Score Tests in Longitudinal Studies with Missing Data
Kumar B. Rajan, Rush Institute for Healthy Aging ; Carlos F. Mendes de Leon , Rush Institute for Healthy Aging
3:35 PM
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Tuesday, 08/03/2010
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A NONMEM Population Approach to Modeling the Pharmacogenetics of Atazanavir and Ritonavir in HIV-Negative Adults
Deidre A. Kile, Colorado School of Public Health, University of Colorado Denver; Samantha MaWhinney, Colorado School of Public Health, University of Colorado Denver; Joseph E. Rower, University of Colorado, Denver; Peter L. Anderson, University of Colorado, Denver
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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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Bias and Efficiency Effects from Unaccounted Correlation
Adam Sima, Virginia Commonwealth University; Roy Sabo, Virginia Commonwealth University
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Efficacy in Longitudinal Psychosis Studies When Missing Mechanism Unknown
Jun Zhao, Merck & Co., Inc.; Everton Rowe, Merck & Co., Inc.; Ram Suresh, Merck & Co., Inc.
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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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Accounting for Dropout in Longitudinal Cohort Studies
Timothy Bahr, Colorado School of Public Health, University of Colorado Denver; Samantha MaWhinney, Colorado School of Public Health, University of Colorado Denver; Jeri E.F. Harwood, University of Colorado, Denver; Erika L. Hernandez, Brigham Young University; Eric Benotsch, Virginia Commonwealth University; Elizabeth Connick, University of Colorado, Denver
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Functional Data Analysis on Longitudinal Tract-Based DTI
Hongbin Gu, The University of North Carolina at Chapel Hill; Spencer Hayss, The University of North Carolina at Chapel Hill
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Explaining Changes in SIPP Monthly Poverty Rates in the 2004 Panel
Robin Anderson, U.S. Census Bureau; Jason Fields, U.S. Census Bureau
8:35 AM
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Child Care and Poverty Dynamics Given the Official and Alternative Poverty Measures
Sharon I. O'Donnell, U.S. Census Bureau
8:55 AM
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Understanding Time-Varying Moderation Effects When Evaluating Substance Abuse Treatment Modalities Using Structural Nested Mean Models
Daniel Almirall, University of Michigan; Dan Nettleton, Iowa State University; Cha-Chi Fan, RAND Corporation; Beth Ann Griffin, RAND Corporation; Daniel F. McCaffrey, RAND Corporation
8:55 AM
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One Scenario in Which Joint Modeling Is Unnecessary
Joel A. Dubin, University of Waterloo; Xiaoqin Xiong, University of Waterloo
8:55 AM
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2003 National Survey of College Graduates Nonresponse Bias Analysis
Michael White, U.S. Census Bureau
9:05 AM
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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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Defining the 'Working Poor': Theoretical and Empirical Considerations
Marina Vornovytskyy, U.S. Census Bureau
9:15 AM
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Longitudinal Functional Principal Component Analysis
Ciprian Crainiceanu, The Johns Hopkins University
9:25 AM
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The Duration and Tenure of Residence: 2004--2008
Peter Mateyka, U.S. Census Bureau; Matthew Marlay, U.S. Census Bureau
9:35 AM
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Latent Class-Profile Analysis: An Application to Stage-Sequential Process of Under-Age Drinking Behaviors
Hwan Chung, Ewha Womans University
9:35 AM
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Empirical Dynamics for Longitudinal Data
Hans-Georg Mueller, University of California, Davis; Fang Yao, University of Toronto
9:50 AM
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Latent Variable Modeling for Principal Stratification Analyses of Longitudinal Studies
Chen-Pin Wang, The University of Texas Health Science Center at San Antonio
9:50 AM
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A Power Analysis of Misspecified Types of Time-Varying Covariates for Generalized Method of Moments Applied to Binary Responses
Trent Lalonde, University of Northern Colorado; Jeffrey R. Wilson, The University of Utah
10:50 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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Handling Missing Data in Rheumatoid Arthritis Trials
Guoguang Ma, Amgen Inc.; Liyun Ni, Amgen Inc.; Ling Chen, Washington University School of Medicine
11:05 AM
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Group-Based Trajectory Modeling Extended to Account for Nonrandom Subject Attrition
Amelia Haviland, RAND Corporation; Daniel Nagin, Carnegie Mellon University; Bobby Jones, Carnegie Mellon University
11:05 AM
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A Study of Modeling Longitudinal Nonresponse Using Paradata in the Survey of Labour and Income Dynamics (SLID)
Beatrice Baribeau, Statistics Canada; Wisner Jocelyn, Statistics Canada
11:15 AM
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Use Multiple Imputation to Handle Missing Data in Longitudinal Clinical Trials with Multiple Correlated Endpoints
Yahong Peng, Pfizer Inc.; Lian Liu, Roche Product Development in Asia Pacific; Ruifeng Xu, Merck Research Laboratories
11:20 AM
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A Finite Mixture Model for Working Correlation Matrices in Generalized Estimating Equations
Nan Lin, Washington University in St. Louis; Lili Xu, Northeast Normal University, China; Baoxue Zhang, Northeast Normal University, China
11:20 AM
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Statistical Challenges in Modeling Health Symptoms During Menopausal Transition
Annette Dobson, University of Queensland; Gita Mishra, University of Queensland
11:35 AM
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Multiple Imputation Method for Disclosure Limitation in Longitudinal Data
Di An, Merck & Co., Inc.; Roderick Joseph Little, University of Michigan; James W. McNally, University of Michigan
11:35 AM
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Measurement Error in Measures of Change: Role of Dependent Interviewing and Other Questioning Techniques
Peter Lynn, University of Essex
2:05 PM
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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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Modeling Longitudinal Dyadic Data with Informative Dropout
Guangyu Zhang, University of Maryland; Ying Yuan, MD Anderson Cancer Center
2:25 PM
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Panel Conditioning in the Consumer Expenditure Interview Survey
Ting Yan, NORC; Kennon R. Copeland, NORC
2:25 PM
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Missing Data in a Large Long-Term Clinical Trial: A Case Study
Dacheng Liu, Boehringer Ingelheim Pharmaceuticals, Inc.
2:25 PM
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Recent History Functional Linear Models for Sparse Longitudinal Data
Kion Kim, Penn State; Damla Senturk, Penn State
2:35 PM
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The Relationship Between Nonresponse and Data Quality in the Current Population Survey
Scott Fricker, Bureau of Labor Statistics
2:45 PM
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Using Genes as Instrumental Variables in Analyses of Social Network Data
A. James O'Malley, Harvard Medical School; J. Niels Rosenquist, Harvard Medical School; Alan Zaslavsky, Harvard Medical School; Nicholas A. Christakis, Harvard University
2:55 PM
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Extension of Kaplan-Meier Methods in Longitudinal Observational Studies with Time-Varying Exposure
Stanley Xu, Kaiser Permanente Colorado; Susan Shetterly, Kaiser Permanente Colorado; David Powers, U.S. Census Bureau; Marsha Raebel, Kaiser Permanente Colorado; Michael Ho, Denver VA Medical Center; Thomas Tsai, Denver VA Medical Center; David Magid, Kaiser Permanente Colorado
3:05 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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Seam Effects in Quantitative Responses
Frederick Conrad, Institute for Social Research; Lance Rips, Northwestern University; Scott Fricker, Bureau of Labor Statistics
3:25 PM
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Wednesday, 08/04/2010
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Fitting Multilevel Models to Complex Sample Survey Data
Brady West, Institute for Social Research
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From Cross-Sectional to Cohort Data: The Creation of the Act 1220 Evaluation Longitudinal Databases
Melanie E. Goodell, University of Arkansas for Medical Sciences; Zoran Bursac, University of Arkansas for Medical Sciences; Clinton Heath Gauss, University of Arkansas for Medical Sciences; Martha M. Phillips, University of Arkansas for Medical Sciences
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A Statistical Approach for a Special Censoring/Truncation Problem Arising in Nondestructive Evaluation
Ming Li, Iowa State University; William Q. Meeker, Iowa State University
8:50 AM
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Imputation Methods for Wave Nonresponse in Panel Surveys
Kyu-Seong Kim, University of Seoul
8:50 AM
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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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Modeling a Repeated Ordered Categorical Response with Penalized Splines Using MCEM
Sue Welham, Rothamsted Research; James Carpenter, London School of Hygiene and Tropical Medicine; Tu Ho, London School of Hygiene and Tropical Medicine
10:55 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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Automatic Smoothing Parameter Selection for Nonparametric Function Estimation with Clustered and Longitudinal Data
Jianhua Huang, Texas A&M University; Ganggang Xu, Texas A&M University
11:15 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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Simultaneous Bayesian Inference for Skew-Normal Mixed-Effects Joint Models for Longitudinal Data
Yangxin Huang, University of South Florida
11:20 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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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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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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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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Bagged Estimators for Joint Longitudinal and Survival Analysis
Harsh Singhal, Bank of America
2:20 PM
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Semiparametric Marginal Mean Models for Longitudinal Survey Data
Li Wang, The University of Georgia; Suojin Wang, Texas A&M University
2:55 PM
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Modeling Nested Multivariate Longitudinal Count Data with Application to HIV Behavioral Intervention
Yuda Zhu, University of California, Los Angeles; Robert E. Weiss, University of California, Los Angeles School of Public Health
3:05 PM
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Case-Control Sampling for Longitudinal Studies
Paul J. Rathouz, The University of Chicago; Jonathan Schildcrout, Vanderbilt University
3:20 PM
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Thursday, 08/05/2010
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Joint Modeling of Paired Sparse Functional Data Using Principal Components
Lan Zhou, Texas A&M University; Jianhua Huang, Texas A&M University; Raymond Carroll, Texas A&M University
8:35 AM
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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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Coherent Analysis of Longitudinal Changes in Biomarkers in the Presence of Attrition Due to Competing Risks
Tom Greene, The University of Utah
8:35 AM
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Time-Varying Transformation Models for Estimation of Conditional Distributions and Quantiles with Longitudinal Data
Xin Tian, National Institutes of Health
8:55 AM
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Risk Stratification Markers in Clinical Practice: An FDA Perspective
Estelle Russek-Cohen, FDA
9:00 AM
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A Bayesian Self-Controlled Case Series Method for Large-Scale Longitudinal Data in Drug Safety Surveillance
Shawn Evelyn Simpson, Columbia University; David Madigan, Columbia University
9:05 AM
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Modeling Trajectories of Delirium Using Mixture Models
Long Huu Ngo, Beth Israel Deaconess Medical Center/Harvard Medical School; Edward R. Marcantonio, Beth Israel Deaconess Medical Center/Harvard Medical School
9:20 AM
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Estimation and Model Selection in a Class of Semiparametric Models for Longitudinal Data
Jialiang Li, National University of Singapore
9:35 AM
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Trajectory Mining for Laboratory Examination Data Sets
Shoji Hirano, Shimane University; Shusaku Tsumoto, Shimane University
9:35 AM
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A Moderated Lawley-Hotelling--Type Trace Test for High-Dimensional Longitudinal Data: Its Application in Detecting Temporal Patterns in Time Course Microarray Data
Jemila Seid Hamid, Dalla Lana School of Public Health; Joseph Beyene, Macmaster University; Dietrich von Rosen, Swedish University of Agricultural Sciences
9:50 AM
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On Sample Sizes in a Longitudinal Survey
Andrew Vogt, Georgetown University; Dhiren Ghosh, Synectics for Management Decisions Inc.
10:05 AM
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Trajectory of Postpartum Depression Screening Scores
Peter C. Wollan, Olmsted Medical Center; Barbara P. Yawn, Olmsted Medical Center
11:05 AM
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Principal Trend Ratio Regression: Comparing Nonlinear Longitudinal Trajectories Between Groups via a Ratio of Inter-Period Changes When a Linear Trend Fits Poorly
Robert M Boudreau, University of Pittsburgh
11:20 AM
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Varying-Coefficient Functional Linear Regression
Yichao Wu, North Carolina State University; Jianqing Fan, Princeton University; Hans-Georg Mueller, University of California, Davis
11:35 AM
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