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Sunday, 08/03/2014
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Beyond the Group-Level Analysis: a Flexible Mixed Effect Negative Binomial Regression Model for Detecting Unusual Increases in MRI Lesion Counts in Multiple Sclerosis Patient
Yumi Kondo, University of British Columbia; Yinshan Zhao, University of British Columbia; Albert John Petkau, University of British Columbia
2:20 PM
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Spatial Bayesian Variable Selection and Grouping in High-Dimensional Covariate Spaces with Application to fMRI
Tingting Zhang, University of Virginia
2:25 PM
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Hierarchical Analysis of Time-Course Flow Cytometry Data with Dirichlet Process Mixture Modeling Applied to HIV Vaccine Trial Data
Boris Hejblum, INSERM/INRIA; François Caron, University of Oxford; Rodolphe Thiébaut, INSERM/INRIA
2:50 PM
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A Bayesian Nonparametric Approach to the Analysis of fMRI Data
Linlin Zhang, Rice University; Michele Guindani; Francesco Versace, MD Anderson Cancer Center; Marina Vannucci, Rice University
3:05 PM
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Nonparametric Bayesian Particle Learning with Applications to Income Volatility
Julie Novak, Wharton School; Tung Phan, Wharton School; Shane Jensen, University of Pennsylvania
4:05 PM
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Bayesian Nonparametric Analysis of Multi-Rater Ordinal Data, with Application to Prioritizing Research Goals for Suicide Prevention
Terrance Savitsky, Bureau of Labor Statistics
4:05 PM
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Bayesian Nonparametric Youden Index Modeling
Miguel de Carvalho, Pontificia Universidad Católica de Chile; Vanda Inacio, Pontificia Universidad Católica de Chile; Adam Branscum, Oregon State University
4:35 PM
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Random Partition Distribution Indexed by Pairwise Information
David Dahl, Brigham Young University; Ryan Day, Lawrence Livermore National Laboratory; Jerry W. Tsai, University of the Pacific
4:50 PM
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Bayesian Topic Models for Soft Clustering of Metagenomic Count Data
Daniel Conn, University of California, Los Angeles
5:35 PM
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Monday, 08/04/2014
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Nonparametric Variable Selection, Clustering, and Prediction for High-Dimensional Regression
Subharup Guha, University of Missouri; Veera Baladandayuthapani, MD Anderson Cancer Center
9:20 AM
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Joint Clustering and Registration for Functional Data
Yafeng Zhang, Amgen; Donatello Telesca, University of California, Los Angeles; Steve Horvath, University of California, Los Angeles
3:05 PM
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Tuesday, 08/05/2014
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Bayesian Nonparametric Roc Regression Modeling
Vanda Inacio, Pontificia Universidad Católica de Chile; Alejandro Jara, Pontificia Universidad Católica de Chile; Timothy Hanson, University of South Carolina; Miguel de Carvalho, Pontificia Universidad Católica de Chile
8:35 AM
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Joint Modeling of Stochastic and Variability Orders in ROC Curves Using a Bayesian Semiparametric Approach
Beomseuk Hwang, NIH/NICHD; Zhen Chen, NIH/NICHD
8:50 AM
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Bayesian Nonparametric Inference -- Why and How
Peter Mueller, University of Texas at Austin; Riten Mitra, University of Louisville
8:55 AM
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A Bayesian Method for Partitioning Biological Pathways Based on Evolutionary History
Yang Li, Harvard; Jun Liu, Harvard; Sarah E. Calvo, Broad Institute; Roee Gutman, Brown University; Vamsi K. Mootha, Harvard
11:05 AM
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Nested Dirichlet Process Model for Household Data Set Synthesis
Jingchen Hu, Duke University; Jerome P. Reiter, Duke University
11:20 AM
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Bayesian Data Editing for Continuous Microdata
Hang Joon Kim, Duke University/NISS; Jerome P. Reiter, Duke University; Alan F. Karr, NISS; Quanli Wang, Duke University; Lawrence H. Cox, National Institute of Statistical Sciences
2:50 PM
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Wednesday, 08/06/2014
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Discovery Among Binary Biomarkers
Elizabeth H. Slate, Florida State University; Junxian Geng, Florida State University; Bethany A. Wolf, Medical University of South Carolina; Elizabeth G. Hill, Medical University of South Carolina
10:35 AM
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Meta-Analysis Using Dirichlet Process and Ordered Power Priors with Applications
Ram Tiwari, FDA; Margaret Gamalo, FDA/CDER/OB
11:35 AM
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A Bayesian Nonparametric Modeling Framework for Developmental Toxicity Studies
Kassandra Fronczyk, Rice University; Athanasios Kottas, University of California, Santa Cruz
2:05 PM
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Modeling for Seasonal Marked Point Processes: An Analysis of Evolving Hurricane Occurrences
Sai Xiao, University of California, Santa Cruz; Athanasios Kottas, University of California, Santa Cruz; Bruno Sanso, University of California, Santa Cruz
2:25 PM
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Thursday, 08/07/2014
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Bayesian Point Process Modeling for Extreme Value Analysis, with an Application to Systemic Risk Assessment in Correlated Financial Markets
Athanasios Kottas, University of California, Santa Cruz; Abel Rodriguez, University of California, Santa Cruz; Ziwei Wang, Ask.com
8:35 AM
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A New Calling Procedure for Illumina Beadar Ray Data
Gengxin Li
9:05 AM
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Bayesian Semiparametrics for Modeling the Clustering of Extreme Values
Thomas Lugrin, EPFL; Jonathan Tawn, Lancaster University; Anthony Davison, EPFL
9:25 AM
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A Spatial Copula Approach to Fully Bayesian Nonparametric Survival Analysis
Haiming Zhou; Timothy Hanson, University of South Carolina; Roland Knapp, University of California
9:35 AM
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Statistically Enhanced Performance in Salary Cap Fantasy Football
Elizabeth G. Hill, Medical University of South Carolina; Robert Hill, South Carolina College of Pharmacy
9:35 AM
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Bayesian Latent Propensity Score Approach for Average Causal Effect Estimation Allowing Covariate Measurement Error
Yi Huang, University of Maryland Baltimore County; Elande Baro, University of Maryland Baltimore County; Anindya Roy, University of Maryland Baltimore County
10:35 AM
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Bayesian Multiple-Recapture Estimation of Casualties in Armed Conflicts Using Nonparametric Mixtures
Daniel Manrique-Vallier, Indiana University
10:55 AM
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A Semiparametric Bayesian Approach to Destructive Weighted Poisson Cure Rate Model
Arpita Chatterjee, Georgia Southern University; Narayanaswamy Balakrishnan, McMaster University
11:35 AM
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