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Sunday, 08/04/2013
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Comparing Automatic Modeling Procedures for TRAMO+ and X-13ARIMA-SEATS
Brian C. Monsell, U.S. Census Bureau
2:05 PM
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Nonparametric Gaussian Process Models for Censored Longitudinal Data
Sujit Ghosh, North Carolina State University; Liwei Wang, North Carolina State University
2:05 PM
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Robust Model Selection via Weighted Cross-Validation
Marianthi Markatou, SUNY, Buffalo; Claudio Agostinelli, Ca'Foscari University
2:05 PM
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Generalized Least Angle Regression
George Terrell, VA Poly. Inst. & State Univ.
2:35 PM
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Bayesian Model Averaging in Benchmark Dose Analysis
Cuixian Chen, The University of North Carolina Wilmington; Susan Simmons, The University of North Carolina Wilmington; Xiaosong Li, The University of North Carolina Wilmington; Yishi Wang, The University of North Carolina Wilmington; Walter Piegorsch , University of Arizona; Qijun Fang, University of Arizona
4:05 PM
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Joint Model Selection for Location and Dispersion Effects in Unreplicated Factorial Experiments
Thomas Loughin, Simon Fraser University; Andrew Henrey, Simon Fraser University
4:35 PM
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Valid Post-Selection Inference
Kai Zhang, UNC Chapel Hill; Richard Berk, University of Pennsylvania; Larry Brown, University of Pennsylvania; Andreas Buja, University of Pennsylvania; Linda Zhao, University of Pennsylvania
4:45 PM
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A Diversity Index for Model Selection in the Estimation of Benchmark and Infectious Doses via Frequentist Model Averaging
Steven Kim, University of California, Irvine; Ralph Kodell, University of Arkansas for Medical Sciences; Hojin Moon, California State University, Long Beach
4:50 PM
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Statistical Issues in Development of a Predictive Model for Survival in Chronic Lymphocytic Leukemia
Minya Pu, University of California, San Diego, Moores UCSD Cancer Center; Hongying Li, University of California, San Diego, Moores UCSD Cancer Center ; Lei Bao, University of California, San Diego, Moores UCSD Cancer Center; Loki Natarajan, University of California San Diego; Laura Rassenti, University of California, San Diego, Moores UCSD Cancer Center; Thomas Kipps, University of California, San Diego, Moores UCSD Cancer Center; Karen Messer, University of California San Diego
5:05 PM
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Monday, 08/05/2013
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Model Averaging Predictions Is Good; Model Averaging Multiple Regression Coefficients Is Bad
Philip Dixon, Iowa State Univ
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Challenges and Strategies for Analysis of Complex Survey Data When Statistical Methodology and Software Package Are Underdeveloped
Yan Ma, Hospital for Special Surgery--Weill Medical College of Cornell University
7:01 AM
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Estimation and Selection of Autologistic Regression Models for Spatial Binary Data
Jun Zhu, University of Wisconsin-Madison; Rao Fu, University of Wisconsin-Madison; Andrew L Thurman, University of Wisconsin-Madison; Michelle M Steen-Adams, University of New England
9:25 AM
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A Closer Look at the Median Probability Model for Bayesian Model Selection
Joyee Ghosh, The University of Iowa
9:25 AM
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Graph Estimation from Multi-Attribute Data
Mladen Kolar, Carnegie Mellon University; Han Liu, Princeton University; Eric P. Xing, Carnegie Mellon University
10:50 AM
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Tuning Parameter Selection in Bridge Regression Modeling
Shuichi Kawano, Osaka Prefecture University
10:50 AM
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Large Sample Properties of Model Selection Criteria in High-Dimensional Regression
Peng Yang, North Carolina State University; Soumendra N. Lahiri, North Carolina State University
11:20 AM
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Estimation of Symmetry-Constrained Gaussian Graphical Models: Application to Clustered Dense Networks
Xin Gao, York University; Helene Massam, York University
11:25 AM
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Valid Post-Selection Inference
Andreas Buja, University of Pennsylvania
11:35 AM
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Infinite Order Cross-Validated Local Polynomial Regression
Jeffrey Racine, McMaster University; Peter Gavin Hall, University of Melbourne
2:05 PM
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Defining Testing Priors from Estimation Priors via Truncation
David Rossell, IRB Barcelona; Donatello Telesca, University of California at Los Angeles
3:05 PM
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Model Selection and Model Averaging Partially Linear Single-Index Models
Yao Yu, University of Rochester; Sally W. Thurston, University of Rochester; Russ Hauser Hauser, Harvard School of Public Health; Hua Liang, University of Rochester
3:20 PM
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Tuesday, 08/06/2013
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Piecewise Quantile Autoregressive Modeling for Nonstationary Time Series
Alexander Aue, UC Davis; Thomas C.M. Lee, UC Davis; Ming Zhong, UC Davis
9:00 AM
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Time-Varying Networks Estimation and Dynamic Model Selection
Xinxin Shu, University of Illinois at Urbana-Champaign; Annie Qu, University of Illinois at Urbana-Champaign
9:15 AM
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A Note on DIC Justification
Shouhao Zhou, The University of Texas MD Anderson Cancer Center
10:35 AM
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Creating Gains Tables and Lift Charts Using R
Craig Rolling, University of Minnesota
11:00 AM
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Model Selection Criteria Based on Computationally Intensive Estimators of the Expected Optimism
Joseph Cavanaugh, University of Iowa
11:15 AM
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Model Selection for Poisson Regression via Association Rules Analysis
Pannapa Changpetch, Bentley University ; Dennis Kon-Jin Lin, The Pennsylvania State University
11:20 AM
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Joint Structure Selection and Estimation in Time-Varying Coefficient Cox Model
Wei Xiao, North Carolina State University; Wenbin Lu, Department of Statistics, North Carolina State University
11:35 AM
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Variable Selection for High-Dimensional Multivariate Outcomes
Tamar Sofer, Harvard School of Public Health; Lee Dicker, Rutgers University; Tamar Sofer, Harvard School of Public Health
11:45 AM
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General Inequalities for Gibbs Posterior with Nonadditive Empirical Risk
Cheng Li, Northwestern University; Wenxin Jiang, Northwestern University; Martin A. Tanner, Northwestern University
12:05 PM
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A Mean Field Variational Bayes to the Selection of Linear Models
John Ormerod
12:05 PM
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Large-Margin Classifier Selection via Decision Boundary Stability
Wei Sun, Purdue University; Guang Cheng, Purdue University; Yufeng Liu, The University of North Carolina
2:45 PM
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F-Tests in Incomplete Data for Multiple Regression Set-Up
Ashok Chaurasia, Univeristy of Connecticut; Ofer Harel, University of Connecticut
2:50 PM
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Selecting the Number of Communities in Stochastic Blockmodels
Diego Franco Saldana, Columbia University; Yi Yu, University of Cambridge; Yang Feng, Columbia University
2:50 PM
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Variable Selection in Kernel-Based Nonparametric Regression
Len Stefanski, North Carolina State University; Kyle White, NC State University; Yichao Wu, NC State University
2:55 PM
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Wednesday, 08/07/2013
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Adaptive Model Selection Between Cox Model and Aalen Model
Yu-Mei Chang, Tunghai University
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Assessment of Jointly Dependent Markov Processess Through Bayes Factors and Bayesian Variable Selection
David Engler, Department of Statistics, Brigham Young University; Brian Healy, Department of Neurology, Harvard Medical School
11:05 AM
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Restricted Fence Method for Covariate Selection in Longitudinal Data Analysis
Thuan Nguyen, Oregon Health and Science University; Jiming Jiang, University of California, Davis
11:15 AM
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Criteria for Bayesian Model Choice with Application to Variable Selection
Jim Berger, Duke University; Susie Bayarri, University of Valencia; Anabel Forte, Universitat Jaume I; Gonzalo Garcia-Donato, Universidad de Castilla-La Mancha
11:20 AM
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Bayesian Model Selection of Regular Vine Copulas
Lutz Gruber, Munich University of Technology; Claudia Czado, Munich University of Technology
11:20 AM
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A Bayesian Stochastic Model for Batting Performance Evaluation in One-Day Cricket
Theodoro Koulis, University of Manitoba; Saman Muthukumarana, University of Manitoba
11:20 AM
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A Two-Step Feature Selection Strategy for Large-Scale High-Dimensional Genetic Risk Prediction
Zhi Wei, New Jersey Institute of Technology; Wei Wang, New Jersey Institute of Technology
2:25 PM
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Thursday, 08/08/2013
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Simultaneous Selection of Designs and Models for Optimal Forecasting in Possibly Misspecified Polynomial Regressions
Hsiang-Ling Hsu, Academia Sinica; Mong-Na Lo Huang, National Sun Yat-sen University; Ching-Kang Ing, Institute of Statistical Science Academia Sinica, Taiwan
8:50 AM
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Bayesian Variable Selection in Linear Mixed Models with Shrinkage Priors
Mingan Yang, Central Michigan University
9:15 AM
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Weighted Pseudolikelihood for Analysis of Multiple Secondary Outcomes in Genetic Association Studies
Elizabeth Schifano, University of Connecticut; Tamar Sofer, Harvard School of Public Health; David C. Christiani, Harvard School of Public Health; Xihong Lin, Harvard School of Public Health
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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Objective Bayes Variable Selection for Well-Formulated Models
Daniel Taylor Rodriguez, University of Florida; Nikolay Bliznyuk, University of Florida; Linda Young, University of Florida; Andrew Womack, University of Florida
10:55 AM
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Model Selection Criteria of Singular Statistical Models
Sumio Watanabe, Tokyo Institute of Technology
11:00 AM
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Linear Instrumental Variables Model Averaging Estimation
Luis Filipe Martins, ISCTE-LUI; Vasco Gabriel, University of Surrey
11:35 AM
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Intrinsic Analysis of Gaussian and Latent Gaussian Data
Andrew Womack, University of Florida
11:55 AM
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