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Sunday, 07/31/2011
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Asymptotically Efficient Regularization Parameter Selection in Penalized Regression and Small Sample Corrections
Cheryl J. Flynn, New York University; Clifford M. Hurvich, New York University; Jeffrey S. Simonoff, New York University
2:05 PM
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Valid Post-Selection Inference
Kai Zhang, University of Pennsylvania; Richard Berk, University of Pennsylvania; Lawrence Brown, University of Pennsylvania; Andreas Buja, University of Pennsylvania; Linda Zhao, University of Pennsylvania
2:05 PM
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Penalized Linear Regression and Influential Observations
Karen Kafadar, Indiana University; Guilherme Rocha , Indiana University
2:55 PM
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Forecast Optimality Tests in the Presence of Instabilities
Tatevik Sekhposyan, Bank of Canada; Barbara Rossi, Duke University
3:05 PM
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Model Selection in Regression Models Based on Quadratic Distances
Rositsa B. Dimova, Weill Cornell Medical College; Marianthi Markatou, IBM Thomas J. Watson Research Center
3:05 PM
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Model Selection in Demand Estimation in a Forecasting Environment
Burcu Aydin, Hewlett Packard Laboratories; Kemal Guler, Hewlett Packard Laboratories; Enis Kayis, Hewlett Packard Laboratories; Mehmet Sayal, Hewlett Packard Laboratories
4:05 PM
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Model Selection for Correlation Structure for Diverging Clustered Data
Peng Wang, University of Illinois at Urbana-Champaign; Jianhui Zhou, University of Virginia; Annie Qu, University of Illinois at Urbana-Champaign
5:05 PM
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Model Selection and Fit in Incomplete Longitudinal Data
Arkendu S. Chatterjee, University of Florida
5:20 PM
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Methods for Bayesian Model Selection in Longitudinal Models
Sanjib Basu, Northern Illinois University
5:25 PM
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Monday, 08/01/2011
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Gene-Based Tests of Association
Joel S. Bader, The Johns Hopkins University; Hailiang Huang, The Johns Hopkins University; Alvaro Alonso, University of Minnesota; Dan E. Arking, The Johns Hopkins University
9:00 AM
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Semiparametric Functional Linear Model
Dehan Kong, North Carolina State University; Fang Yao, University of Toronto; Hao "Helen" Zhang, North Carolina State University
9:05 AM
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Functional Component Selection in Functional Additive Models
Hongxiao Zhu, Statistical and Applied Mathematical Sciences Institute; Fang Yao, University of Toronto; Hao "Helen" Zhang, North Carolina State University
9:20 AM
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Multiset Model Selection
Dipayan Maiti, Virginia Tech; Scotland Charles Leman, Virginia Tech
9:20 AM
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Flexible Regression Model Selection for Survival Probabilities of an Absorbing Event
Rui Wang, The State University of New York at Albany; Gregory DiRienzo, The State University of New York at Albany
9:35 AM
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On Information Analysis of Large Categorical Data
Philip E. Cheng, International Chinese Statistical Association; Keng-Min Lin, Academia Sinica; Juin-Wei Liou, Academia Sinica; Michelle Liou, Academia Sinica
10:35 AM
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Model Selection and Estimation in Matrix Normal Graphical Model
Jianxin Yin, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
10:35 AM
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Model Selection and Goodness of Fit for Phylogenetic Comparative Methods
Dwueng-Chwuan Jhwueng, National Institute for Mathematical and Biological Synthesis
11:35 AM
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Various Aspects of Model Selection in Functional/Longitudinal Data Analysis
Naisyin Wang , University of Michigan
11:50 AM
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On Model Selection Strategies to Identify Genes Underlying Binary Traits
Zheyang Wu, Worcester Polytechnic Institute; Hongyu Zhao, Yale University
2:05 PM
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Multi-Step Forecast Model Selection and Combination
Bruce E. Hansen, University of Wisconsin
2:05 PM
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Subset ARMA Model Selection via Regularization
Kun Chen, University of Iowa; Kung-Sik Chan, University of Iowa
2:20 PM
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Tests of Separate Hypotheses for the Linear Mixed Model
Che Smith, The University of North Carolina at Chapel Hill; Lloyd J. Edwards, The University of North Carolina at Chapel Hill
3:05 PM
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Using AIC on Transformed Data
Mark C. Otto, Fish and Wildlife Service
3:20 PM
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Tuesday, 08/02/2011
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Bayesian Model Selection Using Nonlocal Priors
Lu Wang, University of California at Los Angeles
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Bayesian Model Selection in Spatial Lattice Models
Joon Jin Song, University of Arkansas; Victor De Oliveira , The University of Texas at San Antonio
9:05 AM
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Model Selection for High-Dimensional Data with Applications in Feature Selection and Network Building
Xin Gao, York University; Peter Song, University of Michigan; Yuehua Wu, York University
10:35 AM
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A Bayesian Approach to Detection of Small Low-Emission Sources
Xiaolei Xun, Texas A & M University; Bani Mallick, Texas A & M University; Raymond James Carroll, Texas A & M University; Peter Kuchment, Texas A & M University
11:05 AM
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Bayesian Planet Detection and Orbit Determination
Eric B. Ford, University of Florida; Benjamin E. Nelson, University of Florida; Matthew J. Payne, University of Florida
2:30 PM
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Is Sparseness the Answer to Model Selection as Well as Prediction?
Peter J. Bickel, University of California at Berkeley; Ya'akov Ritov, Hebrew University
3:20 PM
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Wednesday, 08/03/2011
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Model Selection via Standard Error-Adjusted Adaptive Lasso
Wei Qian, University of Minnesota at Twin Cities; Yuhong Yang, University of Minnesota at Twin Cities
8:50 AM
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Model Selection for Multinomial Responses via Association Rules Analysis
Pannapa Changpetch, Penn State University; Dennis Lin, Penn State University
9:05 AM
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A Bayesian Subgroup Analysis Using an Additive Model
Yang Xiao, University of Cincinnati; Siva Sivaganesan, University of Cincinnati; Purushottan Laud, Medical College of Wisconsin; Peter Mueller, The University of Texas MD Anderson Cancer Center
9:20 AM
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Selecting Linear Models Under the Bayesian Paradigm with Focus on Good Prediction Over a User-Specified Distribution on the Covariate Space
Adam Lee Pintar, National Institute of Standards and Technology; Christine Anderson-Cook, Los Alamos National Laboratory; Huaiqing Wu, Iowa State University
9:20 AM
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Brain Magnetic Resonance Image Segmentation via Mixture Model Averaging
Yichen Qin, The Johns Hopkins University; Kathryn I. Alpert, Northwestern University; Carey Priebe, The Johns Hopkins University; Lei Wang, Northwestern University
9:35 AM
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Basis Selection from Multiple Libraries
Jeffrey C. Sklar, California Polytechnic State University; Junqing Wu, University of California at Santa Barbara; Wendy Meiring, University of California at Santa Barbara; Yuedong Wang, University of California at Santa Barbara
10:05 AM
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Selection of Rank and Basis Functions in the Spatial Random Effects Model
Jonathan Ray Bradley, The Ohio State University; Noel Cressie, The Ohio State University; Tao Shi, The Ohio State University
11:20 AM
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Model Assessment in Multistate Transition Models Through Joint Use of Bayesian Variable Selection and Bayes Factors
David Engler, Brigham Young University; Brian Healy, Harvard Medical School,
11:50 AM
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Model Selection Stability for Population Health Risk Models
Diane M. Richardson, Center for Health Equity Research and Promotion; Daniel Louis, Thomas Jefferson University; Mary Robeson, Jefferson Medical College
2:50 PM
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Thursday, 08/04/2011
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Time-to-Event Analysis in PK/PD Modeling: Computation and Model Selection
Munni Begum, Ball State University
8:55 AM
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Dynamic Variable Selection for Corporate Bankruptcy Prediction
Yan Yu, University of Cincinnati; Shaonan Tian, University of Cincinnati; Hui Guo, University of Cincinnati
9:05 AM
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Model Selection v. Multiple Testing in Genome-Wide Association Studies
Florian Frommlet, Medical University Vienna; Felix Ruhaltinger, Medical University Vienna; Malgorzata Bogdan, TU Wroclaw
9:35 AM
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Objective Bayes Model Selection in Probit Models
Luis León-Novelo, University of Florida; George Casella, University of Florida; Elías Moreno, University of Granada
9:35 AM
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Two Examples on the Use of Simulations to Guide Model Selections in MMRM Analyses
Peiling Yang, U.S. Food and Drug Administration; Phillip Dinh, U.S. Food and Drug Administration
11:35 AM
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