|
Sunday, 08/04/2013
|
Small Area Prediction of the Mean of a Binomial Random Variable
Andreea Erciulescu, Iowa State University; Wayne Fuller, Iowa State University
2:20 PM
|
Bayesian Inference in Censored Mixed-Effects Models Using Heavy-Tailed Distributions
Victor Lachos, University of Campinas; Dipak K. Dey, University of Connecticut; Dipankar Bandyopadhyay, University of Minnesota
2:45 PM
|
Notably More Powerful Analyses of Thorough QT Crossover Trials
Devan Mehrotra, Merck; Li Fan, Merck Research Laboratories; Xiaodong Li, Bristol Myers Squibb
4:45 PM
|
Semiparametric Mixed Model for Detection of Rapid Disease Progression
Leo Li Duan, Cincinnati Children's Hospital Medical Center; John P. Clancy, Cincinnati Children's Hospital Medical Center; Rhonda D. Szczesniak, Cincinnati Children's Hospital Medical Center
4:50 PM
|
Prediction Intervals for Generalized Linear Mixed Models
Chenghsueh Yang, University of California, Riverside; Daniel Jeske, University of California
5:20 PM
|
Mixed Modeling of Meta-Analysis P-Values (MixMAP) with Applications to Genome-Wide Association Studies of Low-Density Lipoprotein Cholesterol and Insulin Resistance
Gregory Matthews, University of Massachusetts; Andrea S. Foulkes, University of Massachusetts; Muredach Reilly, University of Pennsylvania School of Medicine
5:35 PM
|
|
Monday, 08/05/2013
|
Graph-Based Shrinkage as an Alternative for Linear Mixed Models in Plant Association Studies
Wei Liu, University of Nebraska-Lincoln; Dong Wang, University of Nebraska-Lincoln
|
Nonlinear Mixed Effects Models to Study Determinants of Local Airway Inflammation Using Multiple Flow Exhaled Nitric Oxide Data
Sandrah Eckel, University of Southern California; Kiros Berhane, University of Southern California; Meng Liu, University of Southern California; Linn S William, University of Southern California; Muhammad T. Salam, University of Southern California; Edward B. Rappaport, University of Southern California; Frank D. Gilliland, University of Southern California
8:55 AM
|
Semiparametric Wavelet Estimation of the Hemodynamic Response Function (HRF) and Its Application in a Gustatory Functional Magnetic Resonance Imaging (fMRI) Study
Maria Aleksandra Kudela, Department of Biostatistics, Indiana University Fairbanks School of Public Health; Mario Dzemidzic, Departments of Neurology and Radiology, Indiana University School Medicine; Brandon Oberlin, Department of Neurology, Indiana University School Medicine; David Kareken, Departments of Neurology, Psychiatry and Radiology, Indiana University School Medicine; Jaroslaw Harezlak, Indiana Univ Fairbanks School of Public Health
9:15 AM
|
Structured Functional Principal Component Analysis
Haochang Shou, Johns Hopkins Bloomberg School of Public Health; Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health; Ciprian M. Crainiceanu, The Johns Hopkins University; Sonja Greven, Ludwig-Maximilians-Universität München
9:20 AM
|
Analysis of Longitudinal Complex Survey Data Using Parametric Bootstrap
Snigdhansu Chatterjee, University of Minnesota; Partha Lahiri, University of Maryland
9:25 AM
|
Gene-Environment Interaction Analysis for Repeated Measures Data with AMMI Models
Yi-An Ko, University of Michigan; Bhramar Mukherjee, University of Michigan
9:40 AM
|
Predicting Phenotypes of Arbitrary Related Individuals Using Penalized Maximum Likelihood Method
Xuesong Li, Oklahoma State University; Lan Zhu, Oklahoma State University
9:50 AM
|
Some Statistical Issues in Estimating Slope Effect for Repeated Measures
Tao Song, Biogen Idec
10:55 AM
|
Two Ways of Modeling Hospital Readmissions: Mixed and Marginal Models
Hui Fen Tan; Ronald Low, New York City Health and Hospitals Corporation; Shunsuke Ito, New York City Health and Hospitals Corporation; Raymond Gregory, New York City Health and Hospitals Corporation; Van Dunn, Metroplus Health Plan
2:05 PM
|
Statistical Inference for Nonlinear Functional Models with Application to Copy Number Variation and Multiple Myeloma Data
Adrian Coles, North Carolina State University; Arnab Maity, North Carolina State University; Veera Baladandayuthapani, The University of Texas MD Anderson Cancer Center; Ganiraju Manyam, The University of Texas M.D. Anderson Cancer Center
2:20 PM
|
An Alternative REML Estimation of Covariance Matrices in Linear Mixed Models
Erning Li, University of Iowa; Mohsen Pourahmadi, Texas A&M University
2:20 PM
|
Bias Correction for Covariance Parameter MLEs in GLMMs
Elizabeth Claassen, University of Nebraska-Lincoln; Christopher Gotwalt, SAS Institute; Walt W. Stroup, University of Nebraska-Lincoln
2:35 PM
|
Massively Parallel Sequencing of FIV Reveals Compartmental Differences Among Tissues in Dual and Single Infections
Yang Liu, The Pennsylvania State University; Francesca Chiaromonte, Penn State University; Howard Ross, University of Auckland; Daniel Elleder, The Pennsylvania State University; Mary Poss, The Pennsylvania State University
2:35 PM
|
Advances in MCMC for Spatial Generalized Linear Mixed Models
John Hughes, University of Minnesota
3:25 PM
|
|
Tuesday, 08/06/2013
|
Evaluation of Approaches to Analyzing Clustered Data When the Number of Clusters and Cluster Size Are Small: A Simulation Study
Jiayan Huang, University of Pennsylvania; Gui-shuang Ying, University of Pennsylvania
|
Likelihood Inferences for Longitudinal Bivariate Multinomial Mixed Models
Bingrui Sun, Memorial University of Newfoundland; Brajendra Sutradhar, Memorial University of Newfoundland
8:35 AM
|
Joint Modeling of Multivariate Longitudinal Measurements and Survival Data with Applications to Parkinson's Disease
Sheng Luo, The University of Texas Health Science Center at Houston; Bo He, The University of Texas at Houston
8:50 AM
|
Modeling of Multinomial Data with Excess Zeros
Gary Sneddon, Mount Saint Vincent University
9:20 AM
|
Locally Epistatic Relationship Matrices for Genome-Wide Association and Prediction
Deniz Akdemir, Cornell University
11:15 AM
|
Cluster-Based Profile Monitoring in Phase I Analysis
Yajuan Chen, Virginia Tech; Jeffrey B. Birch, Virginia Tech ; William H. Woodall, Virginia Tech
11:35 AM
|
Iteratively Reweighted Generalized Rank-Based Method in Mixed Models
Yusuf Bilgic, SUNY-Geneseo; Joseph McKean, Western Michigan University
11:50 AM
|
Gaussian Copula Mixed Models for Non-Gaussian Correlated Data
Alex de Leon, Univ of Calgary; Beilei Wu, PAREXEL International; Niroshan Withanage, University of Calgary
2:05 PM
|
Phase II/III Seamless Adaptive Dose-Selection Design for Longitudinal Patient Data
Caitlyn Ellerbe, Medical University of South Carolina; Jordan Elm, Medical University of South Carolina; Viswanathan Ramakrishnan, Medical University of South Carolina; Bruce Turnbull, Cornell University; Stacia DeSantis, The University of Texas Health Sciences; Edward Jauch, Medical University of South Carolina; Valerie Durkalski, Medical University of South Carolina
2:05 PM
|
Robust Adaptive Functional Mixed Models for Correlated Functional Data
Hongxiao Zhu, Virginia Tech; Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center
2:25 PM
|
Perspectives on Pooling as Described in the ICH Q1E Guidance
Stan Altan; Jyh-Ming Shoung, Janssen R&D; Yan Shen, Janssen R&D; Areti Manola, Janssen R&D
2:25 PM
|
Nonlinear, Non-Normal, Non-Independent? A Course About Models for Situations When Classical Regression Assumptions Don't Apply
Alison Gibbs, Univ of Toronto
2:25 PM
|
Small Sample Behavior of Generalized Linear Mixed Models with Complex Experiments
Julie Couton, University of Nebraska; Walt W. Stroup, University of Nebraska-Lincoln
2:35 PM
|
Hypothesis Testing Using Small Samples of Repeated Measures Data
Xueliang Pan; Xiaobai Li, The Ohio State University; David Jarjoura, Ohio State University
2:50 PM
|
Logistic Regression Classifiers with Longitudinal Data
Daniel Jeske, University of California; Jun Li, Unviversity of California; Xin Zhang, University of California; Vance Wong, Alere Corporation; Brian Noland, Alere Corporation
3:05 PM
|
Advances in Functional Mixed Models
Tapabrata Maiti, Michigan State University; Samiran Sinha, Texas A&M University; Ping-Shou Zhong, Michigan State University
3:05 PM
|
|
Wednesday, 08/07/2013
|
Effect of Smoothing in a Generalized Linear Mixed Model Context on Estimation of Covariance Structures for Clustered or Longitudinal Data
Muhammad Mullah, McGill University; Andrea Benedetti, McGill University
|
Approaches to Estimate Between-and-Within-Subject Correlation Coefficients in Longitudinal Repeated-Measures Studies
Jennifer Cooper, Center for Surgical Outcomes Research, Nationwide Children's Hospital; Jason P Sulkowski, Center for Surgical Outcomes Research, Nationwide Children's Hospital; Katherine J. Deans, Center for Surgical Outcomes Research, Nationwide Children's Hospital; Peter C. Minneci, Center for Surgical Outcomes Research, Nationwide Children's Hospital
|
Statistical Methodology to Develop Robust Dengue qRT-PCR Assays
Lingyi Zheng, GCI, Sanofi Pasteur; Linda Starr-Spires, GCI, Sanofi Pasteur
|
Random Effects Linear Models in Cross-Over Trials
Michael Kenward, University of London
8:35 AM
|
Meta-Analytic Evalution of Surrogate Endpoints in Clinical Studies
Geert Molenberghs, Universiteit Hasselt & Katholieke Universiteit Leuven
8:55 AM
|
Role of Statistical Random-Effects Linear Models in Personalized Medicine
Francisco J. Diaz, University of Kansas Medical Center
9:35 AM
|
Instant Trend-Seasonal Decomposition of Time Series with Splines
Luis Francisco Rosales Marticorena, Goettingen University
11:15 AM
|
Joint Modeling of Multivariate Longitudinal Profiles: Evaluation of Co-Development of Internalizing and Externalizing Problem Behaviors
Pingfu Fu, Case Western Reserve University; Guang Zeng, Texas A&M University-Corpus Christi
2:05 PM
|
Paradigm of Genetic Risk Prediction: Variable Selection or Mixed Model
Peng Wei, Univeristy of Texas School of Public Health
3:25 PM
|
|
Thursday, 08/08/2013
|
Bayesian Variable Selection in Linear Mixed Models with Shrinkage Priors
Mingan Yang, Central Michigan University
9:15 AM
|
Gaussian Process--Based Semiparametric Bayesian QTL Mapping for Longitudinal Data
Wonil Chung, The University of North Carolina at Chapel Hill; Fei Zou, The University of North Carolina at Chapel Hill
9:35 AM
|
Small Sample Properties of JR Estimators
John Kloke, University of Wisconsin; Joseph McKean, Western Michigan University
10:50 AM
|
Partial Informative Normal and Bayesian Smoothing Splines
Sifan Liu, University of Missouri - Columbia; Dongchu Sun, University of Missouri
11:35 AM
|
Joint Modeling of Survival Time and Longitudinal Outcomes with Flexible Random Effects
Jianwen Cai, The University of North Carolina at Chapel Hill; Jaeun Choi, Harvard Medical School; Donglin Zeng, The University of North Carolina; Andy Olshan, The University of North Carolina at Chapel Hill
11:50 AM
|
Analysis of Joint Models for Mixed Outcomes: Some Capabilities with SAS Software
Joseph Gardiner, Michigan State University
11:55 AM
|
|
Copyright © American Statistical Association.