Keyword Search
Sessions Were Renumbered as of May 19.
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CC-W = McCormick Place Convention Center, West Building, CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago, UC= Conference Chicago at University Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: model selection returned 54 record(s)
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Sunday, 07/31/2016
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On the Different Classes of Forensic Identification of Source Problems
Christopher Saunders, MITRE/South Dakota State University; Cedric Neumann, San Diego State University; Danica Ommen, South Dakota State University
2:05 PM
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Model Averaging Versus Model Selection
Tri Le, University of Nebraska; Bertrand Clarke, University of Nebraska
2:25 PM
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A Generalized Measure of Uncertainty in Geostatistical Regression Model Selection
Chun-Shu Chen, National Changhua University of Education; Jun Zhu, University of Wisconsin - Madison; Tingjin Chu, Renmin University of China
3:20 PM
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An Entropy-Based Model Selection Criterion for Latent Class Analysis of Incomplete Data
Chantal Larose, SUNY New Paltz; Ofer Harel, University of Connecticut; Katarzyna Kordas, University of Bristol; Dipak Dey, University of Connecticut
5:05 PM
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Bayesian Model Selection Applied to Definitive Screening Designs
Patrick Gaffney, Eli Lilly and Company
5:05 PM
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A Model-Selection Criterion for Regression Estimators Based on Data Depth
Subhabrata Majumdar, University of Minnesota - Twin Cities; Snigdhansu Chatterjee, University of Minnesota - Twin Cities
5:20 PM
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Monday, 08/01/2016
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Bayesian Model Selection
Philip Dawid, University of Cambridge
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Model Selection for Marginal Regression Analysis of Longitudinal Data with Missing Observations and Covariate Measurement Error
Chung Wei Shen
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Examples of How a P-Value Interpretation Depends on the Underlying Statistical Philosophy
Andrew Neath, Southern Illinois University
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A Complete Characterization of Graphical Probability Distributions
Kayvan Sadeghi, University of Cambridge
9:00 AM
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Statistical Model Selection in Differential Equations Using PACE Software for Functional Regression.
Charles Smith, North Carolina State University
9:20 AM
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Examples of How a P-Value Interpretation Depends on the Underlying Statistical Philosophy
Andrew Neath, Southern Illinois University
11:30 AM
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Model-Based Regression Clustering for High-Dimensional Data
Emilie Devijver
11:35 AM
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A Unified Framework for Bayes Factor Asymptotics
Todd Kuffner, Washington University in St. Louis; Siddhartha Chib, Washington University in St. Louis
11:50 AM
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Time Series Model Selection via Adpative Sparse Estimation
Seong-Tae Kim, North Carolina A&T State University; Kendra Kirby, North Carolina A&T State University
2:20 PM
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In Memory of Bruce Lindsay: Quadratic Inference Function
Annie Qu, University of Illinois at Urbana-Champaign
2:55 PM
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Post-Model Selection Estimation for Regression Models with Spatial Autoregressive Error
Liqian Cai, Michigan State University; Tapabrata Maiti, Michigan State University
3:20 PM
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On Estimation of the Specification of Random Fields
Zsolt Talata, University of Kansas
3:20 PM
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Tuesday, 08/02/2016
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Model Validation and Selection in Estimation of Adaptive Treatment Strategies
Erica E. M. Moodie, McGill University; Michael P. Wallace, McGill University; David A. Stephens, McGill University
8:35 AM
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Optimal Estimation and Variable Selection for Multivariate Varying Coefficient Model with Functional Response
Simeng Qu, Purdue University; Xiao Wang, Purdue University
8:35 AM
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Inherently High-dimensional Analysis with Indicator Saturation
Neil R. Ericsson, Federal Reserve Board
9:50 AM
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Network Cross-Validation by Edge Sampling
Tianxi Li, University of Michigan; Elizaveta Levina, University of Michigan; Ji Zhu, University of Michigan
9:50 AM
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Risk Estimation for High-Dimensional Lasso Regression
Daniel McDonald, Indiana University; Darren Homrighausen, Colorado State University
9:50 AM
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Learning the Structure of Biological Networks
Richard Bonneau, New York University; Christian Müller, Simons Foundation
9:55 AM
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Bayesian Model Selection for Hierarchical Copulas and Vines
Arkady Shemyakin, University of St. Thomas; Alexander Kniazev, Astrakhan State University; Oleg Lepekhin, Astrakhan State University
10:35 AM
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Bayesian Spatial Model Selection Using Mixtures of G-Priors and Markov Random Field Priors for Identifying Gas Plumes in Hyperspectral Data
Nicole Mendoza, University of California at Santa Cruz; Abel Rodriguez, University of California at Santa Cruz
10:35 AM
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Locally Adaptive Shrinkage for Regression on Posets of Predictors
Andrew Womack, Indiana University
10:50 AM
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A Unified Approach to Information-Theoretic and Bayesian Model-Selection Criteria
Hamparsum Bozdogan, University of Tennessee; Maomi Ueno, Chiba University
11:05 AM
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Model-Based Clustering for Large-Scale Dynamic Networks
Kevin Lee, Penn State University; Lingzhou Xue, Penn State University; David Hunter, Penn State University
11:15 AM
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Designing Test Information and Test Information in Design
David Jones, Harvard; Xiao-Li Meng, Harvard
11:15 AM
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Information Criteria Approximations to the Value of Evidence for Forensic Identification of Source Problems
Danica Ommen, South Dakota State University; Christopher Saunders, MITRE/South Dakota State University
11:35 AM
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Bayesian Model Selection in Generalized Linear Model
Guiling Shi
11:35 AM
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Bayesian Model Selection of Shape Constraints for Nonparametric Regression
Peter Lenk, University of Michigan; Taeryon Choi, Korea University
11:50 AM
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Detecting Hidden Additivity in Unreplicated Studies Using Bayesian Model Selection
Christopher T. Franck, Virginia Tech; Thomas Anthony Metzger, Virginia Tech
12:05 PM
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Sparse Bayesian Graphical Vector Autoregression For Risk Analysis
Daniel Felix Ahelegbey, Boston University; Monica Billio, University of Venice; Roberto Casarin, University of Venice
2:50 PM
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Wednesday, 08/03/2016
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An Optimality of the L_0 Penalty and Dual Achievability of Model Selection
Yuhong Yang, University of Minnesota
8:35 AM
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Role of the Tuning Parameter in Model Selection Based on the Relative Quadratic Risk
Rositsa Dimova, FDA; Marianthi Markatou, SUNY Buffalo; Georgios Afendras, SUNY Buffalo
9:50 AM
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Mixed Graphical Model Selection with Applications to Integrative Genomics
Genevera Allen, Rice University; Yulia Baker, Rice University
10:35 AM
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Parameter Inference and Model Selection in Deterministic and Stochastic Dynamical Models
Jennifer Hoeting , Colorado State University; Libo Sun, Janssen R&D; Chihoon Lee, Stevens Institute of Technology
10:55 AM
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Bayesian Model Selection Based on Proper Scoring Rules
Philip Dawid, University of Cambridge; Monica Musio, University of Cagliari
11:00 AM
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Extension to the Bayesian Improved Surname Geocoding (BISG) Method
Marc N. Elliott, RAND Corporation; Amelia M. Haviland, Carnegie Mellon University; Ann Haas, RAND Corporation; John Adams, Kaiser Permanente; Joshua Mallet, RAND Corporation; Jake Dembosky, RAND Corporation; Sarah Gaillot, Centers for Medicare and Medicaid Services; Samuel "Chris" Haffer, Centers for Medicare and Medicaid Services
11:15 AM
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Variable Selection for Gaussian Process Models Using Experimental Design-Based Subagging
Yibo Zhao, Rutgers University; Ying Hung, Rutgers University
11:20 AM
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Multiple Predicting Cross-Validation
Yoonsuh Jung, University of Waikato
11:35 AM
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Model Averaging and Post-Model Selection
Gerda Claeskens, KU Leuven
2:05 PM
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Estimation and Inference of Treatment Effect Heterogeneity in Randomized Experiments
Max H. Farrell, The University of Chicago Booth School of Business
2:05 PM
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Sparsity-Oriented Importance Learning
Chenglong Ye, University of Minnesota; Yi Yang, McGill University; Yuhong Yang, University of Minnesota
3:05 PM
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Model Selection Probabilities
Xin Lu Tan; Andreas Buja, The Wharton School; Lawrence D. Brown, University of Pennsylvania; Abba Krieger, University of Pennsylvania; Zongming Ma, University of Pennsylvania
3:20 PM
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Collaborative Targeted Learning for Large-Scale and High-Dimensional Data
Cheng Ju, University of California at Berkeley; Mark van der Laan, University of California at Berkeley; Susan Gruber, Harvard T.H. Chan School of Public Health; Jessica Franklin, Brigham and Women's Hospital; Richard Wyss, Brigham and Women's Hospital; Wesley Eddings, Brigham and Women's Hospital; Sebastian Schneeweiss, Brigham and Women's Hospital
3:20 PM
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Thursday, 08/04/2016
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Simultaneous Model Selection and Inference in Small-Area and Other Complex Models
Snigdhansu Chatterjee, University of Minnesota - Twin Cities
10:35 AM
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Consistency of Penalized Cross-Validation for Model Selection
Jieyi Jiang, The Ohio State University; Steven N. MacEachern, The Ohio State University; Yoonkyung Lee, The Ohio State University
10:35 AM
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Adaptive Sequential Model Selection
William Fithian, University of California at Berkeley; Jonathan Taylor, Stanford University; Robert Tibshirani, Stanford University; Ryan Tibshirani, Carnegie Mellon University
10:35 AM
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Model Selection Confidence Sets by Likelihood Ratio Testing
Chao Zheng; Davide Ferrari, University of Melbourne; Yuhong Yang, University of Minnesota
11:05 AM
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A Comparative Study of Penalized Least Squares and Frequentist Model Averaging
Sebastian Ankargren, Uppsala University; Shaobo Jin, Uppsala University
11:05 AM
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Selection-Adjusted Bayesian Inference in the Linear Model
Asaf Weinstein; Jonathan Taylor, Stanford University; Snigdha Panigrahi, Stanford University
11:15 AM
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