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Sunday, 08/04/2013
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Multiple Choice from Competing Regression Models Under Multicollinearity Based on Standardized Update
Yoshinori Kawasaki, The Institute of Statistical Mathematics; Masao Ueki, Faculty of Medicine, Yamagata University
2:20 PM
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A Bayesian Nonparametric Approach to the Analysis of fMRI Data
Linlin Zhang, Rice; Michele Guindani, The University of Texas MD Anderson Cancer Center; Marina Vannucci, Rice University
2:20 PM
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On Bayesian Inference for Regression with Constraints
Taeryon Choi, Korea University; Sooyeon Lee, Korea University
2:25 PM
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Efficient Pooling Methods for Skewed Biomarker Data Subject to Regression Analysis
Emily Mitchell, Emory University; Robert H. Lyles, Emory University; Michelle Danaher, Eunice Kennedy Shriver National Institute of Child Health and Development; Neil J. Perkins, Eunice Kennedy Shriver National Institute of Child Health and Development; Enrique F. Schisterman, Eunice Kennedy Shriver National Institute of Child Health and Development
2:50 PM
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Alternative Methods for Bayesian Variable Selection in Binomial Regression Models with Missing Covariates
Xiaowei Yang, CUNY-Hunter College; Gang Liu, Google; Thomas R. Belin, UCLA Department of Biostatistics
3:05 PM
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Bayesian Approach to Age-Adjusted Joinpoint Regression Model
Ram C. Kafle, University of South Florida; Netra Khanal, University of Tampa; Chris Tsokos, University of South Florida
3:05 PM
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Optimal Penalty Parameter Selection to Minimize the Impact of Exposure Measurement Error in 2-Stage Air Pollution Epidemiology Analyses
Silas Bergen, University of Washington; Adam Szpiro, University of Washington
3:05 PM
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Standard Regression Model-Based Small-Area Domain Estimation in Household Surveys
Prabhakar Ghangurde
3:35 PM
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Inference for Locally Stationary Time Series Regression Models
Yeonwoo Rho, University of Illinois at Urbana-Champaign; Xiaofeng Shao, University of Illinois at Urbana-Champaign
4:35 PM
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Bayesian Regression Models for Group Testing Data
Christopher S. McMahan, Clemson University; Joshua Tebbs, University of South Carolina; Timothy Hanson, University of South Carolina; Christopher R. Bilder, University of Nebraska-Lincoln
5:05 PM
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Monday, 08/05/2013
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A Nonstationary Spatial Covariance Regression Model
Mark Risser, The Ohio State University; Catherine A. Calder, Ohio State University
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Local Likelihood-Based Estimation for Quantile Classification in the Logistic Regression Model
John Rice, University of Michigan; Jeremy Taylor, University of Michigan
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Imputation of Missing Data Under a Spatial-Temporal Autologistic Regression Model
Yanbing Zheng, University of Kentucky; Zilong Wang, University of Kentucky
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Sample Size Calculations for Treatment and Biomarker Interactions
Scarlett Kazimer
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Semiparametric Regression Modeling of Longitudinal Binary Outcomes with Outcome-Dependent Observation Times
Kay See Tan, Unniversity of Pennsylvania; Andrea Troxel, Univ of Pennsylvania School of Medicine; Stephen E. Kimmel, University of Pennsylvania Perelman School of Medicine; Kevin G. Volpp, University of Pennsylvania Perelman School of Medicine; Benjamin French, University of Pennsylvania Perelman School of Medicine
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Case-Wise Diagnostics for the Multinomial Log-Link Regression Model
Leigh Blizzard, University of Tasmania; David W. Hosmer, University of Massachusetts Amherst; Stephen J. Quinn, Flinders Clinical Effectiveness; Jana D. Canary, Menzies Research Institute Tasmania
9:05 AM
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Bayesian Functional Regression Model for Analyzing Intracranial Pressure Data
Lu Wang, University of California, Los Angeles; Donatello Telesca, University of California at Los Angeles
9:20 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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Discordance in Estrogen Receptor Status Between Two Primary Breast Cancers: Impact of Misclassification
Juxin Liu, University of Saskatchewan; Paul Gustafson, University of British Columbia; Dezheng Huo, The University of Chicago
9:35 AM
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An Information-Theoretic Approach to Learning from Mergers and Acquisitions
Padma Rao Sahib, University of Groningen; Harmen de Weerd, University of Groningen ; Katrin Muehlfeld, University of Utrecht
9:35 AM
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Finding D-Optimal Design for Multi-Toxicant Poisson Model via Ultra-Dimensional Particle Swarm Optimization
Jiaheng Qiu, UCLA; Weng Kee Wong, Department of Biostatistics, UCLA
9:50 AM
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Sparse Multivariate Factor Regression Models and Its Application to High-Throughput Array Data Analysis
Yan Zhou, University of Michigan; Peter X.K. Song, University of Michigan; Ji Zhu, University of Michigan
10:35 AM
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Bayesian Bandwidth Estimation for a Semi-Functional Partial Linear Regression Model with Unknown Error Density
Han Lin Shang, University of Southampton
10:35 AM
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Tuning Parameter Selection in Bridge Regression Modeling
Shuichi Kawano, Osaka Prefecture University
10:50 AM
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Regularization on Multivariate Functional-Coefficient Regression Models
Jiancheng Jiang, The University of North Carolina at Charlotte
11:00 AM
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Statistical Analysis of Raman Spectroscopy Data in a Bone Healing Study
Arash Amini, University of Michigan; Liza Levina , University of Michigan; Kirby Shedden, University of Michigan
11:05 AM
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Statistical Inference for Nonlinear Functional Models with Application to Copy Number Variation and Multiple Myeloma Data
Adrian Coles, North Carolina State University; Arnab Maity, North Carolina State University; Veera Baladandayuthapani, The University of Texas MD Anderson Cancer Center; Ganiraju Manyam, The University of Texas M.D. Anderson Cancer Center
2:20 PM
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PHM and Logistic Regression Model Using Time-Dependent Covariates for Survival Analysis
Alexandre Mendes, Northeastern University; Nasser Fard, Northeastern University
3:05 PM
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Switching Nonparametric Regression Models
Camila De Souza, University of British Columbia; Nancy Heckman, University of British Columbia
3:20 PM
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Estimation of Random Effects in a Logistic Regression
Jorgen Holm Petersen, Kobenhavns Universitet
3:35 PM
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Tuesday, 08/06/2013
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Skewness of Maximum Likelihood Estimators in Beta Regression Model
Tiago Magalhaes, University of Sao Paulo; Denise Botter, University of Sao Paulo; Monica Sandoval, University of Sao Paulo
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The Super Learner for Estimating Nonlinear Associations in the Cox Regression Model
Elizabeth Malloy, American University; Philip Gautier, Purdue University; Cynthia Cook, American University; Melissa K. Bergeron, Freddie Mac
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Identifying and Estimating a Non-Constant Hazard Ratio with Time-Varying Covariates Using Cox Regression Models
Miranda Kroehl, Colorado School of Public Health; Brittni Frederiksen, Colorado School of Public Health; Jill Norris, Colorado School of Public Health; Anna Baron, Univ of Colorado Denver
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Kernel Estimation of a Quantile Partially Additive Linear Regression Model
Dawit Zerom, California State University at Fullerton
9:35 AM
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Spatial Regression Modeling for Compositional Data with Many Zeros
Thomas Leininger, Duke University; Alan E. Gelfand, Duke University; Jenica Allen, University of Connecticut; John Silander, Jr., University of Connecticut
10:55 AM
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SPReM: Sparse Projection Regression Model for High-Dimensional Linear Regression
Qiang Sun, The University of North Carolina-Chapel Hill; Hongtu Zhu, UNC-Chapel Hill; Yufeng Liu, The University of North Carolina; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill
11:10 AM
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A Nonparametric Method for Assessment of Interactions in a Survival Analysis Regression Model Based on Right-Censored Data
MinJae Lee; Mohammad Rahbar, Univ of Texas Health Science Center
11:20 AM
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Full Robustness to Outliers in a Bayesian Simple Linear Regression Model
Philippe Gagnon, Université De Montréal; Alain Desgagné, UQAM
11:35 AM
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Domain-Interaction Functional Regression Models for Functions with Varying Domains
Jonathan Gellar, Johns Hopkins Bloomberg School of Public Health; Elizabeth Colantuoni, Johns Hopkins Bloomberg School of Public Health; Dale Needham, Johns Hopkins School of Medicine; Ciprian M. Crainiceanu, The Johns Hopkins University
12:00 PM
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Data Enrichment for Linear Regression Models
Aiyou Chen, Google Inc.; Art B. Owen, Stanford University; Minghui Shi, Google Inc.
2:05 PM
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Penalized Function-on-Function Regression
Andrada Ivanescu, East Carolina University; Ana-Maria Staicu, North Carolina State University; Fabian Scheipl, Ludwig-Maximilians-Universität München; Sonja Greven, Ludwig-Maximilians-Universität München
2:05 PM
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Comparing Nested Regression Coefficients in Incomplete Data
Chantal Larose, University of Connecticut Department of Statistics; Ofer Harel, University of Connecticut; Jun Yan, University of Connecticut
2:35 PM
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A New Measure of Coefficient of Determination for Regression Models
Chun Li, Vanderbilt University
2:35 PM
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Recurrent Event Analysis Considering Events Duration
Kuolung Hu, Amgen
2:50 PM
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Latent Class Regression Model for Assessment of Diagnostic Tests in the Absence of a Gold Standard, with Accommodation for Covariate Information
Zheyu Wang, University of Washington; Xiao-Hua Andrew Zhou, University of Washington
2:55 PM
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Wednesday, 08/07/2013
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A Zero-Inflated Ordinal Logistic Regression Model in Examining the Relationship Between Participation in Social Activities and Media Consumption
Jihyung Shin, Korea Infomation Society Development Institute
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Detection of Attributive Covariates for Heteroscedasticity in Cross-Sectional or Longitudinal Regression Analysis
Qian Zhou, Simon Fraser University; Peter X.K. Song, University of Michigan; Mary E Thompson, University of Waterloo, Canada
8:50 AM
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Applications of Survey Regression Models to Estimate the Degree of Data Agreement
Julia Soulakova, University of Nebraska-Lincoln; Peng Zhao, University of Nebraska-Lincoln
8:55 AM
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Wavelet-Based Scalar-on-Function Finite Mixture Regression Models
Adam Ciarleglio, Columbia University; R. Todd Ogden, Columbia University
9:15 AM
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A Marginalized Zero-Inflated Poisson Regression Model with Overall Exposure Effects
D. Leann Long, West Virginia University; John Preisser, The University of North Carolina; Amy Herring, UNC CH; Carol Golin, Univeristy of North Carolina, Chapel Hill
9:35 AM
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A New Approach to Sparsity Recovery in Linear Regression Model
Haolei Weng, department of Statistics, Columbia University
9:35 AM
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Identifiability in Penalized Function-on-Function Regression Models
Sonja Greven, Ludwig-Maximilians-Universität München; Fabian Scheipl, Ludwig-Maximilians-Universität München
9:35 AM
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Visualization of Regression Models Using Visreg
Woodrow Burchett, University of Kentucky; Patrick Breheny, University of Kentucky
11:05 AM
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Assessing Quantile Prediction with Censored Quantile Regression Models
Ruosha Li, University of Pittsburgh; Limin Peng, Emory University
12:05 PM
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Identifying Multiple Regulation in Semiparametric Regression Models
Denis Agniel; Tianxi Cai, Harvard University; Katherine P. Liao, Brigham and Women's Hospital; Robert M. Plenge, Brigham and Women's Hospital
2:05 PM
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Respondents: Who Art Thou? Comparing Internal, Temporal, and External Validity of Survey Response Propensity Models Based on Random Forests and Logistic Regression Models
Trent Buskirk, Nielsen; Brady West, Institute for Social Research; Anh Thu Burks, Nielsen
2:05 PM
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