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Sunday, 08/01/2010
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Population-Genetic Approaches for Phylogenetic Substitution Models
Nicolas Rodrigue, University of Ottawa
2:05 PM
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Robust Group Lasso
Ji Young Kim, Mount Holyoke College
2:05 PM
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Simplex Techniques for Quantile Regression Model Selection
Yonggang Yao, SAS Institute
2:05 PM
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Posterior Predictive Loss for Model Selection in Incomplete Longitudinal Data
Arkendu Sekhar Chatterjee, University of Florida; Michael J. Daniels, University of Florida
2:20 PM
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A Vector Autoregressive Approximation for an Infinite-Order Autoregressive Long Memory Process
Chafik Bouhaddioui, United Arab Emirates University
2:20 PM
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Large-Scale Simulation Evaluation for Model Selection: Lasso and Bayesian Derivatives
Alan Burton Lenarcic, Harvard University; Edoardo M. Airoldi, Harvard University; Palak Patel, Harvard University
2:20 PM
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Model Selection for Generalized Linear Mixed Models
Rosanna Haut, University of California, San Diego
2:20 PM
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Accurate Estimation of Evolutionary Attributes of Coding Sequences and Pattern Analysis in Large Collections of Viral and Mammalian Genes
Sergei L. Pond, University of California, San Diego
2:35 PM
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A Perturbation Method for Inference on Adaptive LASSO Regression Estimates
Jessica Minnier, Harvard University; Tianxi Cai, Harvard School of Public Health
2:35 PM
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Variable Selection via the Lasso-Type Regularization for Structural Equation Models
Kei Hirose, Kyushu University; Sadanori Konishi, Kyushu University
2:50 PM
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Variable Selection and Nonvarying Coefficient Identification in Varying-Coefficient Models
Heng Lian, Nanyang Technological University
3:05 PM
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Penalized Order Selection Procedure for AR Process
Xiaodong Lin, Rutgers University
3:05 PM
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Stochastic Matching Pursuit for Bayesian Variable Selection
Ray-Bing Chen, National University of Kaohsiung; Chi-Hsiang Chu, National University of Kaohsiung; Te-You Lai, National University of Kaohsiung; Ying Nian Wu, University of California, Los Angeles
3:20 PM
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Bayesian Models Predicting the Return to Prison
Gail Blattenberger, The University of Utah; Richard Fowles, The University of Utah; John Krantz, The University of Utah
3:20 PM
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Using Generalized Correlation to Affect Variable Selection in Very High-Dimensional Problems
Hugh Miller, The University of Melbourne; Peter Hall, The University of Melbourne
4:05 PM
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Model-Free Feature Screening for Ultra High-Dimensional Data
Runze Li, Penn State; Li-Ping Zhu, Penn State; Li-Xing Zhu, Hong Kong Baptist University; Lexin Li, North Carolina State University
4:05 PM
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Challenges and Possible Solutions for Survival Analysis with High-Dimensional Covariates
Sihai Dave Zhao, Harvard University/Dana-Farber Cancer Institute; Yi Li, Harvard University/Dana-Farber Cancer Institute
4:05 PM
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Phase I Studies: Goals, Patient Selection, and Implications for Design
Paul H. Frankel, City of Hope; Stephen Shibata, City of Hope; Susan Groshen, University of Southern California, Norris; Jeffrey Longmate, City of Hope; Stella Khoo, City of Hope; Edward Newman, City of Hope
4:05 PM
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L1 Regularized Linear Discriminant Analysis
Qing Mai, University of Minnesota; Hui Zou, University of Minnesota; Ming Yuan, Georgia Institute of Technology
4:05 PM
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Comparison of the Effectiveness of Three Novel Statistical Methods for Biomarker Selection with Application to an HIV Infection Data Set
Bosny J. Pierre-Louis, The University of North Carolina at Chapel Hill
4:05 PM
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Generalized Forward Selection: Subset Selection in High Dimensions
Derick R. Peterson, University of Rochester; Alexander T. Pearson, University of Rochester
4:20 PM
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Model Selection Approach for Mixture Complexity Estimation Using L2 Distance
Umashanger Thayasivam, Rowan University; T.N. Sriram, The University of Georgia
4:20 PM
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Revisiting Marginal Regression
Jiashun Jin, Carnegie Mellon University; Christopher Genovese, Carnegie Mellon University; Larry Wasserman, Carnegie Mellon University
4:35 PM
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Model Identification and Regression Estimation with a Diverging Number of Predictors
Zhan Wang, University of Minnesota; Yuhong Yang, University of Minnesota
4:35 PM
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Model Selection for Dependent Data via the Minimum Description Length Principle
Li Li, University of Toronto; Radu Craiu, University of Toronto; Fang Yao, University of Toronto
4:50 PM
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Wavelet-Based Functional Linear Regression
Yihong Zhao, Columbia University; Todd Ogden, Columbia University
4:55 PM
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Grouped Variables Independence Screening in Sparse Ultra High-Dimensional Feature Space
Rui Song, Colorado State University
5:05 PM
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Calibrated Power Model Selection
Hugh Crews, University of North Carolina Wilmington; Clayton Barker, SAS Institute
5:05 PM
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Robust Parametric Classification and Variable Selection
Eric Chi, Rice University; David W. Scott, Rice University
5:05 PM
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Assessing the Causal Effect of Treatment Dosages in the Presence of Self-Selection
Xin Gao, University of Michigan; Michael R. Elliott, University of Michigan
5:05 PM
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Semiparametric Estimation and Selection for Nonstationary Spatial Covariance Functions
Nan-Jung Hsu, National Tsing-Hua University; Hsin-Cheng Huang, Academia Sinica; Ya-Mei Chang, CSIRO
5:05 PM
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The Orthogonal Matching Pursuit Algorithm on Sparse Linear Regression
Lie Wang, MIT; Tony Cai, University of Pennsylvania
5:20 PM
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Monday, 08/02/2010
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Cancer Marker Identification via Penalized Integrative Analysis
Shuangge Ma, Yale University
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Characterizing the Mutation Pathway for Integrase Inhibitor
Jing Zhao, Merck Research Laboratories
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High-Throughput Screening and Data Analysis
Xiaohua Douglas Zhang, Merck Research Laboratories
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Grouping Pursuit and Feature Selection Over a Graph
Yunzhang Zhu, University of Minnesota; Xiaotong Shen, University of Minnesota
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Classfication Using Matrix Predictors with Application in Toxicant Identification
Wenxuan Zhong, University of Illinois
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Variable Selection for Propensity Score Models in Multilevel Data
Bing Yu, University of Toronto; Guanglei Hong, The University of Chicago
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A Simulation Study to Evaluate Dose-Response in Dose-Titration Clinical Trials: A Dynamic Linear Mixed Effect (DLME) Modeling Approach
Xu Steven Xu, Johnson & Johnson; Min Yuan, Fudan University, China; Julia Wang, Johnson & Johnson; Partha Nandy, Johnson & Johnson
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Risk Predictions from Genomewide Association Data
Hongyu Zhao, Yale University; Jia Kang, Yale University; Ruiyan Luo, Yale University; Judy Cho, Yale University
8:35 AM
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Two-Stage Adaptive Design for Case-Control Genetic Association Studies
Lihan Yan, FDA
9:15 AM
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Asymptotic Behavior of Weights in the Adaptive Regression by Mixing
Chihche Lin, Astellas Pharma Global Development, Inc.; Yuhong Yang, University of Minnesota
9:20 AM
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Pairwise Variable Selection for Classification
Xingye Qiao, The University of North Carolina at Chapel Hill; Yufeng Liu, The University of North Carolina at Chapel Hill; J. S. Marron, The University of North Carolina at Chapel Hill
9:50 AM
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Efficient Estimation and Model Selection for the Marginal Generalized Additive Model for Correlated Data
Lan Xue, Oregon State University; Peiyong (Annie) Qu, University of Illinois at Urbana-Champaign; Jianhui Zhou, University of Virginia
9:55 AM
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Computer-Automated Model Selection: Friedman and Schwartz Revisited
Neil R. Ericsson, Federal Reserve Board
10:35 AM
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Logistic Model Selection via Association Rules Analysis
Pannapa Changpetch, Penn State; Dennis Lin, Penn State
10:35 AM
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Identifying Random-Effect Parameters in Nonlinear Mixed-Effect Models by Stepwise Forward Selection
Yaming Hang, Merck & Co., Inc.
10:35 AM
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Regularized REML for Estimation and Selection of Fixed and Random Effects in Linear Mixed-Effects Models
Sijian Wang, University of Wisconsin-Madison; Peter Song, University of Michigan; Ji Zhu, University of Michigan
10:35 AM
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Geostatistical Model Averaging
Chun-Shu Chen, National Changhua University of Education; Hsin-Cheng Huang, Academia Sinica
10:50 AM
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Sufficient Dimension Reduction and Variable Selection for Censored Regression
Wenbin Lu, North Carolina State University; Lexin Li, North Carolina State University
11:05 AM
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Variable Selection and Shrinkage via a Conditional Likelihood-Based Penalty
Arpita Ghosh, National Cancer Institute; Fred Wright, The University of North Carolina at Chapel Hill; Andrew Nobel, The University of North Carolina at Chapel Hill; Fei Zou , The University of North Carolina at Chapel Hill
11:05 AM
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The MNet Estimator
Patrick Breheny, University of Kentucky; Jian Huang, The University of Iowa; Shuangge Ma, Yale University; Cun-Hui Zhang, Rutgers University
11:20 AM
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Measuring the Performance of Markers Used to Select Patient Treatment
Holly Janes, Fred Hutchinson Cancer Research Center
11:25 AM
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Feature Selection for Censored Outcomes with Simultaneous Adjustment for Nonlinear Covariate Effect and Improved Risk Scores of Prostate Cancer Recurrence
Qi Long, Emory University; Brent Johnson, Emory University; Carlos S. Moreno, Emory University
11:35 AM
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A Stochastic Partitioning Method to Associate High-Dimensional Data Sets
Mahlet G. Tadesse, Georgetown University; Stefano Monni, Weill Cornell Medical College
11:35 AM
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Selection of a Working Correlation Structure in a Pediatric Study of Renal Disease
Matthew White, University of Pennsylvania; Justine Shults, University of Pennsylvania; Meena Thayu, The Children's Hospital of Philadelphia; Michelle Denburg, The Children's Hospital of Philadelphia; Mary Leonard, The Children's Hospital of Philadelphia
11:35 AM
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Grouping and Selection Over a Network Specified by a Directed Graph
Xiaotong Shen, University of Minnesota; Hsin-Cheng Huang, Academia Sinica
11:50 AM
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Evaluating Markers for Treatment Selection
Xiao Song, The University of Georgia; Margaret Sullivan Pepe, Fred Hutchinson Cancer Research Center; Xiao-Hua Zhou, University of Washington
11:50 AM
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Spatial Model Selection
Ciro Velasco-Cruz, Virginia Tech
11:50 AM
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Bayesian LASSO for Genome-Wide Association Analysis
Jiahan Li, Penn State; Rongling Wu, Penn State
2:20 PM
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Properties and Applications of a Graphical Self-Similarity Test
Rakhee Patel, University of California, Los Angeles
2:20 PM
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Dynamic Stock Selection Strategies: A Structured Factor Model Framework
Hedibert Freitas Lopes, The University of Chicago Booth School of Business; Carlos Marinho Carvalho, The University of Chicago Booth School of Business; Omar Aguilar, Financial Engines
2:30 PM
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Some Asymptotics for Geostatistical Model Selection
Hsin-Cheng Huang, Academia Sinica
2:50 PM
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Review of Integrative Analysis Challenges in Systems Biology
Lei Zhu, GlaxoSmithKline; Kwan Lee, GlaxoSmithKline; Amit Bhattacharyya, GlaxoSmithKline; Edit Kurali, GlaxoSmithKline; Amber Anderson, GlaxoSmithKline
2:55 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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Selection Biases in Repeated Measures Analysis of Treatment Effects for Recurrent Episodic Conditions
Richard J. Cook, University of Waterloo
3:20 PM
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Issues on Threshold Selection in Predictive Biomarker Analysis
Li-an Xu, Bristol-Myers Squibb
3:20 PM
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On Modeling and Estimation of Response Probabilities When Missing Data Are Not Missing at Random
Michail Sverchkov, Bureau of Labor Statistics
3:35 PM
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Dimension Reduction Through Variable Selection: A Fibrosis Case Study
Katja Sabine Remlinger, GlaxoSmithKline
3:35 PM
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Tuesday, 08/03/2010
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Skew Factor Models and Dynamic Skew Factor Models
Beverly Jane Gaucher, Texas A&M University
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Model Selection for Causal Parameters in Structural Mean Models Based on a Quasi-Likelihood
Masataka Taguri, The University of Tokyo; Yutaka Matsuyama, The University of Tokyo; Yasuo Ohashi, The University of Tokyo
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Identification of the Subgroup Signatures by CID
Li-yu Daisy Liu, National Taiwan University; Ya-Chun Hsiao, National Taiwan University; Tzu-Hao Ma, National Taiwan University
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Variable Selection in High-Dimensional Distributions Using Multivariate Permutation Testing Procedures
Megan Christina Orr, Iowa State University; Peng Liu, Iowa State University; Dan Nettleton, Iowa State University
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Identifying Genes Under Selection Using Generalized Linear Mixed Models
Kirsten Elise Eilertson, Cornell University; Jim Booth, Cornell University; Carlos Bustamante, Stanford University
8:35 AM
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Knot Selection for Least Squares and Penalized Splines
Steven Spiriti, Arizona State University; Randall Eubank, Arizona State University; Philip Smith, Texas Tech University; Dennis Young, Arizona State University
8:50 AM
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Stepwise Paring Down Variation for Identifying Influential Multifactor Interactions
Jing-Shiang Hwang, Academia Sinica
8:50 AM
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A Practical Review of Variable Selection Methods
Zhen Zhang, Abbott Vascular
8:55 AM
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How Statisticians Can Help Bring on Personalized Medicine
Terence (Terry) Paul Speed, Walter & Eliza Hall Institute of Medical Research
9:00 AM
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A Penalized Regression Approach in Detection of Nuclear Materials in Shipment to the United States
Xueying Chen, Rutgers University; Jerry Cheng, Rutgers University; Minge Xie, Rutgers University
9:05 AM
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Estimation of Treatment Effect Following a Clinical Trial with Adaptive Design
Xiaolong Luo, Celgene Corporation; Peter Ouyang, Celgene Corporation
9:20 AM
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Do Characteristics of RDD Survey Respondents Differ According to Difficulty of Obtaining Response?
Pheny Weidman, Bureau of Transportation Statistics
9:20 AM
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Dynamic Clustering of High-Dimensional Biological Data
Rebecka Jornsten, Chalmers/Gothenburg University; Jose Sanchez Lopez, Chalmers/Gothenburg University
9:25 AM
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Is There Nonrandom Selection in Matched Administrative Earnings Data? Evidence from the Health and Retirement Study
Jesse Bricker, Federal Reserve Board
9:35 AM
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Classification of Cancer Microarrays by v-Ridge Regression
June Luo, Clemson University
10:35 AM
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Selection of Replacement Samples for Nonresponding Units in Surveys That Use PPS Selection
Kadaba P. Srinath, Abt Associates, Inc.
10:35 AM
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Using Hybrid MCMC for Logistic Regression Model Selection
Robert Feyerharm, Independent Consultant
10:35 AM
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A Consistency Result for Bayesian Model Selection Using Nonlocal Priors
Valen Johnson, MD Anderson Cancer Center
10:35 AM
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Predicting the Coverage of Address-Based Sampling Frames Prior to Sample Selection
Joseph P. McMichael, RTI International; Vincent G. Iannacchione, RTI International; Bonnie Shook-Sa, RTI International; Jamie L. Ridenhour, RTI International; Katherine Morton, RTI International; James R. Chromy, RTI International
10:50 AM
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Variable Selection for Multiply-Imputed Data
Qixuan Chen, Columbia University; Sijian Wang, University of Wisconsin-Madison
10:55 AM
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Latent Class Profile Analysis with Dynamic Dirichlet Learning Process on Model Selection Problems
Hsiu-Ching Chang, Michigan State University; Hwan Chung, Michigan State University
11:05 AM
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Laplace Error Penalty-Based Variable Selection and Its Application in GWAS
Shaoli Wang, Shanghai University of Finance and Economics; Xueqin Wang, Sun Yat-Sen University; Xiaolin Sang, Sun Yat-Sen University
11:05 AM
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Fuzzy Clustering and Bayesian Model Selection for Peptide/Protein Identification
Soyoung Ryu, University of Washington; Vladimir Minin, University of Washington; Dave Goodlett, University of Washington
11:05 AM
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Adaptive Designs with Sensitive Subgroup Selection
Yan Daniel Zhao, Eli Lilly and Company; Alex Dmitrienko, Eli Lilly and Company
11:15 AM
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Model Prior Choice and Multiplicity Correction in Bayesian Model and Variable Selection
Melanie Ann Wilson, Duke University; Merlise Clyde, Duke University; Edwin Iversen, Duke University
11:15 AM
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A Metropolis-Hastings--Based Method for Sampling from the G-Wishart Conjugate Prior in Gaussian Graphical Models
Nicholas Mitsakakis, Dalla Lana School of Public Health; Helene Massam, York University; Michael Escobar, Dalla Lana School of Public Health
11:20 AM
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A Hybrid Geometric Select-and-Test Design Based on Treatment Failure Time and Toxicity
Peter F. Thall, MD Anderson Cancer Center
2:05 PM
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Gaussian Process--Based Bayesian Semiparametric Quantitative Trait Loci Interval Mapping
Fei Zou , The University of North Carolina at Chapel Hill; Hanwen Huang, The University of North Carolina at Chapel Hill; Haibo Zhou, The University of North Carolina at Chapel Hill; Fuxia Cheng, Illinois State University; Ina Hoeschele, Virginia Tech
2:05 PM
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Stability and Inference Model Selection
Leonard A. Stefanski, North Carolina State University
2:05 PM
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Genes Selection and Components Retention for Supervised Survival Prediction Models
Keyue Ding, Queen's University
2:05 PM
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The Role of Proxy Genes in Predictive Models: An Application to Early Detection of Prostate Cancer
Jay Magidson, Statistical Innovations Inc.; William Oh, Mount Sinai School of Medicine; Robert Ross, Infinity Pharmaceuticals; Philip Kantoff, Dana-Farber Cancer Institute; Karl Wassmann, Source MDx
2:20 PM
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Frame Construction and Sample Maintenance for Current Economic Surveys
Katrina T. Washington, U.S. Census Bureau; James N. Burton, U.S. Census Bureau; Ruth Detlefsen, U.S. Census Bureau
2:20 PM
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Sparse Distance-Weighted Discrimination and the Oracle Theory
Lingsong Zhang, Purdue University; Xihong Lin, Harvard School of Public Health
2:30 PM
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Generalized Hypothesis Testing in Interim Treatment Selection with a Flexible Selection Margin
Yujun Wu, Sanofi-Aventis; Peng-Liang Zhao, sanofi-aventis
2:35 PM
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Selection of Propensity Functions for Causal Inference
Wei (Peter) Yang, University of Pennsylvania; Marshall M. Joffe, University of Pennsylvania; Sean Hennessy, University of Pennsylvania
2:45 PM
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Linear Mixed Model Selection for False Discovery Rate Control in Microarray Data Analysis
Cumhur Yusuf Demirkale, University of Florida; Dan Nettleton, Iowa State University; Tapabrata Maiti, Michigan State University
2:55 PM
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Interval Estimation in Two-Stage, Drop-the-Losers Clinical Trials with Flexible Treatment Selection
Dan Neal, University of Florida; George Casella, University of Florida; Mark Yang, University of Florida; Samuel S. Wu, University of Florida
3:05 PM
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Source Selection: Selecting and Evaluating America's Expenditures
Barry Steinberg, Bureau of Labor Statistics; Brett Creech, Bureau of Labor Statistics
3:05 PM
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Nonparametric Covariate Adjustment in Conditional Copulas: An Application to Twin Birth Weights
Elif Fidan Acar, University of Toronto; Radu Craiu, University of Toronto; Fang Yao, University of Toronto
3:05 PM
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Finding the Best Model: To Use GLMSELECT, GLM, or REG ... That Is the Question!
Heather Murphy, Eli Lilly and Company
3:35 PM
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Eliminating Invisible Boundaries in the National Children's Study While Preserving Selection Probabilities
Colm O'Muircheartaigh, NORC; Edward Marks English, NORC
3:35 PM
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Wednesday, 08/04/2010
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Properties of Linear Model Selection
Changjiang Xu, The University of Western Ontario; A. Ian McLeod, The University of Western Ontario
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Application of Model Selection for the Weight of BC Pink Salmon Using Bayes Factors Estimated by Thermodynamic Integration
Jinhee Lim, Simon Fraser University; David A. Campbell, Simon Fraser University
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Model Selection for Nonnested Linear Mixed Models
Che Smith, The University of North Carolina at Chapel Hill; Lloyd Edwards, The University of North Carolina at Chapel Hill
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Group and Within-Group Variable Selection via Convex Penalties
Yun Li, University of Michigan
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A More Computationally Efficient Model Selection Method for Regularized Discriminant Analysis
John Ramey, Baylor University
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Variable Selection in Censored Quantile Regression
Huixia Wang, North Carolina State University; Jianhui Zhou, University of Virginia
8:35 AM
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Variable Selection in Discrete Choice Models
Yoshinori Kawasaki, The Institute of Statistical Mathematics; Masao Ueki, Yamagata University
8:35 AM
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Model Selection and Hypothesis Testing for Case-Control Genetic Association Studies
Jinfeng Xu, National University of Singapore; Gang Zheng, National Institutes of Health; Ao Yuan, Howard University
8:55 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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Selection of Consistent Roots to the Likelihood Equation in Finite Mixtures of Location-Scale Distributions
Byungtae Seo, Texas Tech University; Daeyoung Kim, University of Massachusetts, Amherst
9:15 AM
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Variable Selection for Panel Count Data via Nonconcave Penalized Estimating Function
Xin He, University of Maryland; Xingwei Tong, Beijing Normal University; Liuquan Sun, Chinese Academy of Sciences; Jianguo Sun, University of Missouri
9:55 AM
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Bayesian Partition Models for Detecting Interactions
Jun Liu, Harvard University
10:35 AM
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Discovering Regression Structure with a Bayesian Ensemble
Edward I. George, University of Pennsylvania
10:35 AM
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Adaptive Nonparametric Variable Selection for Survival Data
Lisha Chen, Yale University
10:35 AM
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Forecasting Corporate Bankruptcy: International Evidence
Shaonan Tian, University of Cincinnati; Yan Yu, University of Cincinnati
10:35 AM
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Estimating the Number of One-Step Beneficial Mutations
Andrzej Jan Wojtowicz, University of Idaho; Holly A. Wichman, University of Idaho; Paul Joyce, University of Idaho
10:50 AM
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Robust Dynamic Variable Selection for SNP Genotype Classification
Mohua Podder, The University of British Columbia; William J. Welch, The University of British Columbia; Ruben H. Zamar, The University of British Columbia; Scott J. Tebbutt, Hogg iCAPTURE Centre for Cardiovascular and Pulmonary Research
10:50 AM
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Variable Selection for Gene Expression Data via Hilbert-Schmidt Independence Criterion
Ali Ghodsi, University of Waterloo
10:50 AM
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Statistical Strategies for Some Variable Selection Problems in Genetic Studies
Wei Sun, The University of North Carolina at Chapel Hill
10:55 AM
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Automatic Smoothing Parameter Selection for Nonparametric Function Estimation with Clustered and Longitudinal Data
Jianhua Huang, Texas A&M University; Ganggang Xu, Texas A&M University
11:15 AM
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Adjusted MSE Sequential Method
Li Yang, Fiserv; Limin Yang, Renmin University of China
11:15 AM
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Basis Selection from Multiple Libraries
Yuedong Wang, University of California, Santa Barbara
11:35 AM
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An Efficient Method of Estimating the Bayesian Classifier in Signal Detection Tasks Involving Complex High-Dimensional Data
Subok Park, FDA; Eric Clarkson, The University of Arizona
11:35 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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Empirical Bayes Confidence Intervals for Selected Parameters for a Large Number of Normal Populations with Unequal but Estimable Means and Variances
Zhigen Zhao, Temple University; Gene (J.T.) Hwang, Cornell University
11:35 AM
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Robust Variable Selection in Discriminant Analysis
Stefan Van Aelst, Ghent University; Gert Willems, Ghent University
11:50 AM
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Variable Selection via Smoothing Spline Adaptive Response Transformation
Wenxuan Zhong, University of Illinois
11:55 AM
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Penalized Convex Minimization
Cun-Hui Zhang, Rutgers University
2:05 PM
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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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Adjusting for Selection Bias in Neuropathology Studies of Dementia: The Challenge of Trying to Extrapolate from the Dead to the Living
Steven P. Millard, Veterans Affairs Puget Sound Health Care System; Mary Lou Thompson, University of Washington
2:05 PM
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The Posterior Predictive Information Criterion
Andrew Womack, Washington University in St. Louis
2:05 PM
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A Bayes Factor with Reasonable Model Selection Consistency for ANOVA Model
Yuzo Maruyama, The University of Tokyo
2:20 PM
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Information Matrices in Estimating Function Approach: Test for Model Misspecification and Model Selection
Qian Zhou, Harvard School of Public Health; Peter Song, University of Michigan; Mary Thompson, University of Michigan
2:20 PM
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Nonparametric Regression in Some Nonstandard Sampling Situations
Alan H. Dorfman, Bureau of Labor Statistics
2:30 PM
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Multicategory Vertex Discriminant Analysis for High-Dimensional Data
Tongtong Wu, University of Maryland; Kenneth Lange, University of California, Los Angeles
2:35 PM
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Variable Selection for Identifying Environmental Contaminants Associated with Human Fecundity
Sung Duk Kim, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Rajeshwari Sundaram, Eunice Kennedy Shriver National Institute of Child Health and Human Development; Germaine M. Buck Louis, Eunice Kennedy Shriver National Institute of Child Health and Human Development
2:35 PM
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Metabolites Identification and Quantification from 1H NMR Spectra by Database-Supported Bayesian Model Selection
Cheng Zheng, Purdue University; Shucha Zhang, Purdue University; Daniel Raftery, Purdue University; Olga Vitek, Purdue University; Susanne Ragg, Indiana University School of Medicine
2:35 PM
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Bootstrap Bandwidth Selection for Estimating a Cosmological Mass Bias Parameter
Ji Meng Loh, AT&T Labs - Research
2:45 PM
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Functional Connectivity Growth Charts
Philip T. Reiss, New York University; Lei Huang, New York University; Eva Petkova, New York University; Michael P. Milham, New York University; F. Xavier Castellanos, New York University
2:45 PM
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Reversible Jump MCMC for Parametric Functional Data Models: Changing Models Through Function Space Mappings
David A. Campbell, Simon Fraser University
2:45 PM
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Bayesian Variable Selection in Cox Proportional Hazard Models for Survival Data
Kyu Ha Lee, University of Missouri-Columbia; Sounak Chakraborty, University of Missouri-Columbia; Jianguo Sun, University of Missouri
2:50 PM
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Correlated Component Regression: A Prediction/Classification Methodology for Possibly Many Features
Jay Magidson, Statistical Innovations Inc.
2:50 PM
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Semiparametric Pseudo-Maximum-Likelihood Estimation Exploiting Gene-Environment Independence for Population-Based Case-Control Studies with Complex Sampling
Barry I. Graubard, National Cancer Institute; Yan Li, The University of Texas at Arlington
2:55 PM
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Semiparametric Marginal Mean Models for Longitudinal Survey Data
Li Wang, The University of Georgia; Suojin Wang, Texas A&M University
2:55 PM
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Robust Transmission Disequilibrium Test for Family Trio Design
Min Yuan, Fudan University, China; Yaning Yang, University of Science and Technology of China; Xin Tian, National Institutes of Health; Gang Zheng, National Institutes of Health
3:05 PM
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Drug Regimen Selection in Early-Stage Two-Arm Oncology Clinical Trials
Guohui Liu, Millennium Pharmaceuticals, Inc.; Xuedong Chi, Millennium Pharmaceuticals, Inc.
3:05 PM
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Thursday, 08/05/2010
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Penalized Regression Methods for Ranking Variables by Effect Size, with Applications to Genetic Mapping Studies
Nam-Hee Choi, University of Michigan; Kerby Shedden, University of Michigan; Ji Zhu, University of Michigan
8:35 AM
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Calibration in the Continual Reassessment Method for Phase I Clinical Trials
Shing M. Lee, Columbia University; Ying Kuen Cheung, Columbia University
8:50 AM
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Inferring Alternative Splicing Gene Expression from Nextgen Sequencing Studies
David Rossell, IRB Barcelona
8:50 AM
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Estimation of Multiple Noncrossing Quantile Regression Functions
Yufeng Liu, The University of North Carolina at Chapel Hill; Yichao Wu, North Carolina State University
9:00 AM
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Estimation and Model Selection in a Class of Semiparametric Models for Longitudinal Data
Jialiang Li, National University of Singapore
9:35 AM
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Nonlinear Regression Modeling and Detecting Change Points via Regularized Basis Expansions
Shohei Tateishi, Kyushu University; Sadanori Konishi, Kyushu University
9:35 AM
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Variable Selection in the Kernel Machine Framework via the Garrote Kernel Selector
Michael C. Wu, The University of North Carolina at Chapel Hill
10:35 AM
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Bias Reduction for High-Dimensional Multivariate Data
Siamak Noorbaloochi, VA Medical Center, Minneapolis; David Nelson, VA Medical Center, Minneapolis
10:35 AM
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Model Selection for Partially Linear Models with Diverging Dimensions
Hao Helen Zhang, North Carolina State University
11:00 AM
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Penalized Empirical Likelihood for High-Dimensional General Estimating Equations
Chenlei Leng, National University of Singapore; Chengyong Tang, National University of Singapore
11:15 AM
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Two-Layer Bayesian Variable Selection with Group and Network Information
Francesco Claudio Stingo, Rice University
11:20 AM
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Model Selection of Correlation Structure for Clustered Data
Jianhui Zhou, University of Virginia; Peiyong (Annie) Qu, University of Illinois at Urbana-Champaign
11:35 AM
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High-Dimensional Heteroscedastic Regression with Applications in eQTL Data Analysis
Zhongyin John Daye, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
11:35 AM
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Optimal Sparse Segment Identification with Application in Copy Number Variation Analysis
Jessie Jeng, University of Pennsylvania; Tony Cai, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
11:55 AM
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