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Sunday, 08/04/2013
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Bayesian Spatial Hierarchical Modeling of Geographic Disparities in COPD Mortality in U.S. (2000--2007)
Xingyou Zhang, CDC; James B. Holt, CDC; Anne Wheaton, CDC; Earl Ford, CDC; Janet B. Croft, CDC
2:05 PM
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A Simulation Study to Compare Modeling Methods for Analyzing Biomarker Data Subject to a Limit of Detection (LOD)
Charles Rose, CDC; Ryan E. Wiegand, Centers for Disease Control and Prevention
2:05 PM
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A Bayesian Pattern-Mixture Model for Longitudinal Data with Informative Dropouts
Niko Kaciroti, University of Michigan
2:50 PM
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Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors
Raymond J. Carroll, Texas A&M University; Abhra Sarkar, Texas A&M University; Bani Mallick, Texas A&M; John Staudenmayer, University of Massachusetts; Debdeep Pati, Florida State University
3:20 PM
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Signal Detections in Drug Safety Research
Li Zhu, Amgen; Padmaja Chiruvolu, Amgen Inc; Maggie Chen, Assent Consulting; Liying Zhang, Assent Consulting; Jinyu Yuan, Kforce; Qi Jiang, Amgen
3:20 PM
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Robust Inference with Nonparametric Bayesian Models
Steven MacEachern, Ohio State University
4:05 PM
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Prediction of Tumor Subtypes by Mixture Modeling of Somatic Mutation Profiles
Lin Hou, Yale School of Public Health; Hongyu Zhao, Yale University
4:05 PM
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Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models
Sinead Williamson, Carnegie Mellon University
4:25 PM
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Monday, 08/05/2013
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Leave-K-Out Likelihood: Alternative for Selecting the Best Likelihood-Based Estimator in the Presence of Multiple Local Maximizers
Daeyoung Kim, University of Massachusetts Amherst; Byungtae Seo, Department of Statistics, Sungkyunkwan University
12:05 PM
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Bayesian Mixture Model--Based Clustering with Unknown Number of Components
Taiyeong Lee, SAS Institute Inc.; Jaeseok Kim, Samsung Electronics; Yongdai Kim, Seoul National University
12:05 PM
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Simulation Study to Compare New Hybrid Model with Pattern Mixture Model Under Missing Not at Random
Fang Liu, Merck & Co., Inc; Jingjing Chen, Accenture PLC
2:20 PM
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Merging Mixture Components for Model-Based Clustering
Volodymyr Melnykov, The University of Alabama
3:05 PM
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Mixture Model for Multilevel Data
Haiqun Lin, Yale University; Shu-Xia Li, Yale University; Xiao Xu, Yale University; Harlan Krumholz, Yale University
3:20 PM
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Tuesday, 08/06/2013
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Joint Trajectory Model for Parallel-Process Data with Distal Outcome
Depeng Jiang, University of Manitoba; Robert Tate, University of Manitoba
8:50 AM
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Mixture Models of Metagenomic Read Counts for Ecological Analysis
John O'Brien, Bowdoin College
8:50 AM
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Marginal Treatment Effect Estimation Using Pattern Mixture Model
Zhenzhen Xu, FDA
9:20 AM
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Sensitivity Analyses in Clinical Trials via Pattern-Mixture Models Using Standard SAS Procedures for Multiple Imputations: How Much We Improve Over LOCF?
Anjela Tzontcheva, Merck
9:50 AM
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Sequential Monte Carlo with Adaptive Weights for Approximate Bayesian Computation
Fernando Bonassi, Duke University; Mike West, Duke University
9:55 AM
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Assessing a Treatment Effect in Light of Rescue Therapy
Judy Li, FDA; Jerry John Weaver, Novartis Pharmaceuticals Corporation; David I. Ohlssen, Novartis Pharmaceuticals Corporation
10:05 AM
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Nonparametric Bayesian Inference for Mean Residual Life Functions in Survival Analysis
Valerie Poynor
10:35 AM
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Nonparametric Estimation for Genetic Mixture Models with Random Effects
Tanya Garcia, Texas A&M University; Yuanjia Wang, Columbia University; Yanyuan Ma, Texas A&M University
2:05 PM
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Functional Principal Components Mixture Regression with Application to CT Image Data
Lucy Robinson, Drexel University; Sriram Balasubramanian, Drexel University; Silpa Reddy, Drexel University
2:20 PM
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Analysis of Onset of Dementia Data with Interval Censoring
Linbo Wang, University of Washington; Xiao-Hua Andrew Zhou, University of Washington
2:20 PM
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Wednesday, 08/07/2013
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Does IAPB Improve Survival? Uncovering Disease Severity by the Survival Mixture Modeling
Chung-Han Ho, Chi Mei Medical Center, Department of Medical Research; Fu-Wen Liang, National Cheng Kung University, College of Medicine Department of Public Health; Shih-Feng Weng, Chi Mei Medical Center, Department of Medical Research; Ya-Wen Hsu, Chia Nan University of Pharmacy and Science, Department of Hospital & Healthcare Admin.; Chin-Chen Chu, Chi Mei Medical Center, Department of Anesthesiology; Chun-Yen Chiang, Chi Mei Medical Center, Division of Cardiology, Department of Internal Medicine
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Health Economic Considerations in the Conduct of CER
Richard J Willke, Pfizer Primary Care
9:25 AM
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Finding the Circadian Clocksin Genes: An Application of Dirichlet Process Mixture Model and Spectral Analysis
Yan Ren, University of Cincinnati; Christian I. Hong, University of Cincinnati; Seongho Song, University of Cincinnati
9:35 AM
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Model-Based Clustering of Gaussian Regression Time Series
Semhar Michael, The University of Alabama; Volodymyr Melnykov, The University of Alabama
10:50 AM
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Placebo Effect Assessment in Quality-of-Life Evaluations
Jens Eickhoff, University of Wisconsin-Madison
11:35 AM
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A Novel Bayesian Approach for Differential Expression Analysis with RNA-Seq Data
Peng Liu, Iowa State University; Fangfang Liu, Iowa State University; Chong Wang, Iowa State University
11:35 AM
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Robust Latent Class Analysis for Longitudinal Data
Kari Hart, Ursinus College; John J. Hanfelt, Emory University
2:35 PM
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Latent Propensity Score for Average Causal Effect Estimation Allowing Covariate Measurement Error
Yi Huang, University of Maryland Baltimore County; Karen Bandeen-Roche, Johns Hopkins Bloomberg School of Public Health; Xiaoyu Dong, FDA; Andrew Raim, University of Maryland, Baltimore County; Cunlin Wang, OTS/CDER/FDA
2:50 PM
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Thursday, 08/08/2013
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Estimation and Testing of Gene Expression Heterosis
Tieming Ji, Department of Statistics, University of Missouri At Columbia; Peng Liu, Iowa State University; Dan Nettleton, Iowa State University
8:35 AM
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Binomial Mixture Models for Urban Ecological Monitoring Studies Using American Community Survey Demographic Covariates
Guohui Wu, University of Missouri; Scott H. Holan, University of Missouri; Charles Nilon, University of Missouri; Christopher K. Wikle, University of Missouri
8:50 AM
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Efficiency of Markov Chain Monte Carlo for Bayesian Computation
Dawn B Woodard, Cornell University
9:00 AM
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Measuring Co-Binding Among Transcription Factors
Yingying Wei, JHSPH; Hongkai Ji, Johns Hopkins University
9:05 AM
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Estimation and Classification for Finite Mixture Models Under Ranked-Set Sampling
Armin Hatefi, University of Manitoba; Mohammad Jafari Jozani, University of Manitoba; Djemel Ziou, Universit ´e de Sherbrooke
9:35 AM
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A Semiparametric Bayesian Model for Longitudinal Data: The Cluster Memory Dirichlet Process Mixture Model
Robert E Weiss, University of California, Los Angeles; Yuda Zhu, Genentech
9:50 AM
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A Bayesian Information Criterion for Singular Models
Mathias Drton, University of Washington; Martyn Plummer, International Agency for Research on Cancer
10:35 AM
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A Latent Factor Model with a Mixture of Sparse and Dense Components for Gene Expression Data with Confounders
Chuan Gao, Institute for Genome Sciences and Policy; Barbara Engelhardt, Duke University
10:50 AM
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Dealing with Excess Zeros and Highly Skewed Distributions in Nursing Research
Melinda Higgins, Emory University
10:55 AM
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Poisson Mixture Models for Next-Generation RNA Sequencing Data
Qiwei Li, Rice University; Marina Vannucci, Rice University; Heng Lian, Nanyang Technological University
11:05 AM
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Partnership Duration Analysis with Dynamic Social Network Using Separable Temporal Exponential Random Graph Model
Ke Li, University of Washington; Martina Morris, University of Washington
11:20 AM
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Vertically Shifted Mixture Models for Clustering Longitudinal Data
Brianna Heggeseth, Williams College; Nicholas Jewell, University of California Berkeley
11:50 AM
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