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Monday, 08/02/2010
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Logistic Regression with Markov Chains as Covariates with Application in Identifying Lung Cancer Risk Factors
Chung-Han Ho, The University of Texas School of Public Health; Carol J. Etzel, MD Anderson Cancer Center; Wenyaw Chan, The University of Texas School of Public Health; Randa El-Zein, MD Anderson Cancer Center; Alanna C. Morrison, The University of Texas School of Public Health
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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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Analysis of Constrained Generalized Linear Models with Missing Data
Karelyn Davis, Carleton University/Health Canada; Sanjoy Sinha, Carleton University; Chul Gyu Park, Carleton University
9:35 AM
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Maximum Likelihood Estimation in Generalized Linear Models with Censored Covariate Data
Ryan May, The University of North Carolina at Chapel Hill; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Haitao Chu, The University of North Carolina at Chapel Hill
9:50 AM
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Multivariate Tobit Analysis of Test-Score Ceiling Effects
Yan Yang, Arizona State University
11:35 AM
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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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Analysis of Recurrent Event Data in the Presence of Terminal Events and Missing Covariates
Shankar Viswanathan, The University of North Carolina at Chapel Hill; Jianwen Cai, The University of North Carolina at Chapel Hill
2:20 PM
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Generalized Additive Models for Zero-Inflated Data with Partial Constraints
Hai Liu, Indiana University School of Medicine; Kung-Sik Chan, The University of Iowa
3:05 PM
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Tuesday, 08/03/2010
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R Package MARSS: Ecological Applications of Multivariate State Space Models
Kellie Wills, University of Washington
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Estimation in Hierarchical Models with Incomplete Ordinal Response and Ordinal Covariates
Yong Zhang, University of Michigan; Trivellore Raghunathan, University of Michigan
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Inference on Discretely Observed Linear Birth-Death-Immigration Processes
Charles R. Doss, University of Washington; Vladimir Minin, University of Washington; Ian Holmes, University of California, Berkeley; Marc Suchard, University of California, Los Angeles
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Model-Based Semisupervised Clustering
Volodymyr Melnykov, North Dakota State University; Wei-Chen Chen, Iowa State University; Ranjan Maitra, Iowa State University
9:15 AM
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A Nested Mixture Model for Protein Identification Using Mass Spectrometry
Qunhua Li, University of California, Berkeley; Michael MacCoss, University of Washington; Matthew Stephens, The University of Chicago
9:35 AM
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Time-Varying Parameters in Mixture Models
Yorghos Tripodis, Boston University; Kleoniki Vlachou, University of Maryland; David J. Lovell, University of Maryland
9:50 AM
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Regularized Gaussian Mixture Modeling with Adaptive Covariance Shrinkage
Hyang Min Lee, Penn State; Jia Li, Penn State
9:55 AM
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Nonparametric MLE for Doubly Censored Data with Frailty
Yu-Ru Su, University of California, Davis; Jane-Ling Wang, University of California, Davis
9:55 AM
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Inference of Biological Pathway from Gene Expression Profiles by Time Delay Boolean Networks
Tung-Hung Chueh, National Chiao Tung University; Henry Horng-Shing Lu, National Chiao Tung University
9:55 AM
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Regenerative Simulation for Variable-at-a-Time Metropolis-Hastings Algorithms
Ronald Charles Neath, Baruch College, CUNY; Galin L. Jones, University of Minnesota
10:35 AM
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An Initialization Strategy for the EM Algorithm in Gaussian Mixtures
Igor Melnykov, Colorado State University; Volodymyr Melnykov, North Dakota State University
11:05 AM
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Exact REML Estimation Procedure in the Spatial Probit Normal Model for Binary Outcomes
Cristian Meza, Universidad de Valparaiso; Rolando De la Cruz, Pontificia Universidad Católica de Chile; Susana Eyheramendy, Pontificia Universidad Católica de Chile; Felipe Osorio, Universidad de Valparaiso
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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Wednesday, 08/04/2010
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Intention-to-Treat Analysis in Presence of Noncompliance
Rajarshi Mukherjee, Harvard University
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Mining Drug Data via Mixtures and Corresponding Computational Issues
Xu (Sunny) Wang, St. Francis Xavier University; Hugh A. Chipman, Acadia University
8:35 AM
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Mixture of Regression Models with Varying Mixing Proportions: A Semiparametric Approach
Mian Huang, Shanghai University of Finance and Economics; Yao Weixin, Kansas State University
8:35 AM
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Maximum Likelihood--Based Inference of Metadata via EM Algorithm
Ming-Hui Chen, University of Connecticut; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Arvind K. Shah, Merck Research Laboratories; Jianxin Lin, Merck Research Laboratories
8:55 AM
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Mixtures of Regression with Unknown Symmetric Error Density
Weixin Yao, Kansas State University; Shaoli Wang, Shanghai University of Finance and Economics; Chunrong Ai, University of Florida
8:55 AM
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Quantitating Significance in Finite Mixture Models and Model-Based Clustering
Ranjan Maitra, Iowa State University; Volodymyr Melnykov, North Dakota State University
11:35 AM
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Model Selection for Gaussian Mixture Models and Mixture of Factor Models
Tao Huang, University of Virginia
2:05 PM
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Thursday, 08/05/2010
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Mixture Cure Model with Random Effects for Interval-Censored Survival Data
Liming Xiang, Nanyang Technological University; Xiangmei Ma, Nanyang Technological University
8:50 AM
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Integrative Clustering of Multiple Genomic Data Types Using a Regularized Joint Latent Variable Model
Ronglai Shen, Memorial Sloan-Kettering Cancer Center; Adam B. Olshen, University of California, San Francisco; Sijian Wang, University of Wisconsin-Madison
9:00 AM
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Robust Estimation of Mixtures of Heavy-Tailed Distributions
A. M. Santos, IBM/University of Colorado Denver; Karen Kafadar, Indiana University
9:50 AM
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Estimation in State-Space Models with Exogenous Covariates and Missing Data
Arlene Naranjo, University of Florida; Mildred M. Maldonado-Molina, University of Florida; Kelli A. Komro, University of Florida; A. Alexandre Trindade, Texas Tech University; George Casella, University of Florida
10:50 AM
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Synthetic Magnetic Resonance Imaging Revisited
John Riddles, Iowa State University; Ranjan Maitra, Iowa State University
10:55 AM
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Modeling Placebo Response via Infinite Mixtures
Thaddeus Tarpey, Wright State University
11:00 AM
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Using Call-Back Data to Adjust for Nonignorable Nonresponse: Results of an Empirical Study
Paul Biemer, RTI International; Kevin Wang, RTI International; Patrick Chen, RTI International
11:05 AM
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Estimating Parameters for Rice-Distributed Time Series Observations with Applications to fMRI
Daniel W. Adrian, Iowa State University; Ranjan Maitra, Iowa State University; Daniel B. Rowe, Marquette University
11:15 AM
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