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Keyword Search Criteria: Regression returned 373 record(s)
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Sunday, 07/30/2017
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IMs for IVs: An Inferential Model Approach to Instrumental Variable Regression
Nicholas Aaron Syring, NCSU; Ryan Martin, NCSU
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Approximate Message Passing Algorithms for High-Dimensional Regression
Cynthia Rush, Columbia University
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Predicting Phenotypes from Microarrays Using Amplified, Initially Marginal, Eigenvector Regression
Lei Ding, Indiana University; Daniel J. McDonald, Indiana University
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Bayesian Causal Forests
Richard Hahn, University of Chicago; Jared S Murray, Carnegie Mellon University; Carlos Carvalho, University of Texas at Austin
2:05 PM
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ROS Regression: Integrating Regularization with Optimal Scaling for Predictive Modeling of High-Dimensional Data
Jacqueline J Meulman, Leiden University
2:05 PM
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Semiparametric Benefiting Subgroup Identification via Credible Subgroups
Patrick Schnell, University of Minnesota; Qi Tang, AbbVie, Inc.; Peter Mueller, UT Austin; Brad Carlin, University of Minnesota
2:20 PM
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Model Validation and Influence Diagnostics for Regression Models with Missing Covariates
Paul Bernhardt, Villanova University
2:20 PM
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Barycentric Gaussian Processes for Nonparametric Regression
Cheng Li, National University of Singapore; Sanvesh Srivastava, The University of Iowa; David B. Dunson, Duke University
2:25 PM
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Inference for Errors-In-Variables Models in the Presence of Spatial and Temporal Dependence with an Application to a Carbon Dioxide Remote Sensing Campaign
Bohai Zhang, University of Wollongong; Noel Cressie, University of Wollongong; Debra Wunch, University of Toronto
2:25 PM
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Testing Curvature in Functional Single Index Models: Inference for Reaction Norms in Ecology
Giles J Hooker, Cornell University; Zi Ye, Cornell University
2:30 PM
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Technical Solutions for Practical Problems in Accounting for Medical and Non-Medical Risk in Massachusetts' Medicaid Program
Arlene S. Ash, University of Massachusetts Medical School
2:30 PM
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Comparing Correlated Component Regression with Lasso for Variable Selection in Logistic Regression with High-Dimensional Data
Jay Magidson, Statistical innovations
2:30 PM
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Semiparametric Approaches to Bayesian Inference in Binary Instrumental Variable Models
Jared S Murray, Carnegie Mellon University
2:35 PM
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Optimal Penalized Function-On-Function Regression Under a Reproducing Kernel Hilbert Space Framework
Xiaoxiao Sun, University of Georgia; Pang Du, Virginia Tech; Xiao Wang, Purdue University; Ping Ma, University of Georgia
2:35 PM
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Statistical Analysis with Linked Data
Ying Han, University of Maryland, College Park; Partha Lahiri, University of Maryland, College Park
2:35 PM
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Scalable Bayesian Learning for Sparse Logistic Models
Xichen Huang; Feng Liang, University of Illinois at Urbana Champaign
2:45 PM
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Functional Regression for Combining Remote Sensing and In-Situ Data
Meredith Franklin
2:45 PM
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TEMPORAL CHANGES in the POWER PRODUCTION of REAL-WORLD PHOTOVOLTAIC SYSTEMS UNDER DIVERSE CLIMATIC CONDITIONS
Rojiar Haddadian, Case Western Reserve University; Yang Hu, Case Western Reserve University; Alan J. Curran, Case Western Reserve University; Ahmad M Karimi, Case Western Reserve university; Timothy J. Peshek, Case Western Reserve University; Roger H. French, Case Western Reserve university
2:50 PM
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Functional Autoregression for Sparsely Sampled Data
Daniel Kowal, Cornell University; David S Matteson, Cornell University; David Ruppert, Cornell University
2:50 PM
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Multivariate Ordinal Regression Models: An Analysis of Corporate Credit Ratings
Rainer Hirk, WU Vienna University of Economics and Business; Laura Vana, WU Vienna University of Economics and Business; Kurt Hornik, WU Vienna University of Economics and Business
2:50 PM
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A Smoothed Monotonic Regression via L2 Regularization
Oleg Sysoev, Linkoping University; Oleg Burdakov, Linkoping University
3:05 PM
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A Least Deviation Estimation Approach for Multivariate Regression
Silvey Shamsi, Ball State University; Mian Adnan, Ball State University; Rahmatullah Imon, Ball State University
3:05 PM
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Bayesian Regression for Undirected Graphs
Wing Yan Yuen, The Chinese University of Hong Kong; Yingying Wei, The Chinese University of Hong Kong
3:05 PM
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Data Sharing for Validation of High-Throughput Chemical Screening Experiments of Cancer Cell Lines
Hongmei Liu, University of Miami; J. Sunil Rao, University of Miami
3:20 PM
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Slope Meets Lasso in Sparse Linear Regression
Pierre Bellec, Rutgers University
3:25 PM
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A Mixture of Mixed Logistic Regression Models for Determining Optimal Dynamic Treatment Regimes
Bing Yu; Bruce Craig, Purdue University; Michael Yu Zhu, Purdue University
3:35 PM
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Leveraging Algorithms for Super-Large Sample Logistic Regression
Ping Ma, University of Georgia
4:05 PM
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An Evaluation of Bias in Propensity Score Adjusted Nonlinear Regression Models
Fei Wan, University of Arkansas for Medical Sciences; Nandita Mitra, University of Pennslyvania
4:05 PM
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Probing the Association Between the Magnetic Dip Poles and Climate Change Using Indicator Variable Regression
Lewis Shoemaker, Millersville University of Pennsylvania
4:05 PM
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On Corporate Bankruptcy Prediction
Yan Yu, University of Cincinnati; Aidong Ding, Northeastern University; Shaonan Tian, San Jose State University; Hui Guo, University of Cincinnati
4:05 PM
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Model-Assisted Estimation with Regression Trees
Kelly McConville, Swarthmore College; Daniell Toth, US Bureau of Labor Statistics
4:05 PM
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Nonparametric non-convex penalized regression spline and application in ECG recording
Yao Chen, Purdue University; Xiao Wang, Purdue University; Mohammad Adibuzzaman, Purdue University; Yonghan Jung, Purdue University
4:05 PM
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Estimation of Hepatocellular Cancer Cytokine Networks While Accounting for Biological Heterogeneity Using Bayesian Edge Regression for Undirected Graphs
Zeya Wang, Rice University; Veera Baladandayuthapani, University of Texas MD Anderson Cancer Center; Wenyi Wang, University of Texas MD Anderson Cancer Center; Jeffrey S. Morris, The University of Texas M.D. Anderson Cancer Center
4:20 PM
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Identifying Out of Business Records on the NASS List Frame Using Boosted Regression Trees
Gavin Corral, USDA NASS; Andrew Dau, USDA NASS
4:20 PM
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A Joint Logistic Regression and Covariate-Adjusted Continuous-Time Markov Chain Model with Application in Predicting 6-Month Outcome After Traumatic Brain Injury
Maria Laura Rubin, Department of Biostatistics, University of Texas Health Science Center at Houston ; Wenyaw Chan, University of Texas Health Science Center at Houston School of Public Health; Jose-Miguel Yamal, University of Texas Health Science Center School of Public Health; Claudia Sue Robertson, Department of Neurosurgery, Baylor College of Medicine
4:20 PM
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Using Longitudinal Biomarker Data to Dynamically Predict Time to Disease Progression
Xuelin Huang, M D Anderson Cancer Center; Fangrong Yan, China Pharmaceutical Univeristy; Ruosha Li, University of Texas Health Science Center at Houston; Jing Ning, University of Texas MD Anderson Cancer Center; Xiao Lin, China Pharmaceutical University/MD Anderson Cancer Center
4:30 PM
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Large Scale Multivariate CAR Modeling
Robert Lund, Clemson University; Christopher McMahan, Clemson University; Yan Liu, Clemson University
4:30 PM
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Additive Partially Linear Models for Massive Heterogeneous Data
Binhuan Wang, New York University School of Medicine; Yixin Fang, New Jersey Institute of Technology; Heng Lian, City University of Hong Kong; Hua Liang , George Washington University
4:35 PM
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Valid Stepwise Regression
Kory Johnson, University of Vienna; Dean Foster, Amazon; Robert Stine, University of Pennsylvania
4:35 PM
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A Non-Parametric Bayesian Approach for Indictor Kriging and Its Application in Disease Etiology
Nong Shang, CDC
4:35 PM
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Recursive Partition Split Selection Using a Permutation Test for Complex Sample Data
Daniell Toth, U.S. Bureau of Labor Statistics
4:45 PM
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Censoring Unbiased Regression Trees and Ensembles
Robert Strawderman, University of Rochester
4:55 PM
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Using Bayesian Methods to Rank Cases Based on Response Propensity During Data Collection
James Wagner, University of Michigan
5:05 PM
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Frequency Matched Case-Control Data Analysis: Unconditional or Conditional Logistic Regression?
Chia-Ling Kuo, UCONN Health; Yinghui Duan, UCONN Health
5:05 PM
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Functional Regression for Monitoring and Predicting Changes in Forest Conditions Across Space and Time
MD KAMRUL HASAN KHAN, University of Arkansas; Avishek Chakraborty, University of Arkansas; Giovanni Petris, University of Arkansas; Barry Wilson, US Forest Service
5:05 PM
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Wild Residual Bootstrap Inference for Penalized Quantile Regression with Heteroscedastic Errors
Lan Wang, University of Minnesota; Ingrid Van Keilegom, ORSTAT, KU LEUVEN; Adam Maidman, University of Minnesota
5:20 PM
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Urban Analytics Using Tree Models
Shane Jensen, The Wharton School, University of Pennsylvania
5:20 PM
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T. W. Anderson's Contributions to Time Series
Soren Johansen, University of Copenhagen
5:20 PM
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Arrival Time That Affect Wait Time in Hospital Emergency Departments: An Analysis of the National Hospital Ambulatory Medical Care Survey
Bill Cai, National Center for Health Statistics/CDC/HHS
5:20 PM
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Exploratory Approaches for Determination of Important Physical Attributes of Cigarettes in the Yields of Tar, Nicotine and CO: a Case Study
Christopher Ellison, Food and Drug Administration; Qian Li, Food and Drug Administration
5:20 PM
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Finite Sample Breakdown Point for Sliced Inverse Regression
Ulrike Genschel, Iowa State University
5:20 PM
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Use of Brain Connectivity Information in Regression Parameter Estimation via Generalized Regularization
Damian Brzyski, Indiana University; Marta Karas, Indiana University; Joaquin Goni, Purdue University; Beau Ances, Washington University School of Medicine; Timothy Randolph, Fred Hutchinson Cancer Research Center; Jaroslaw Harezlak, Indiana University School of Public Health
5:25 PM
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Bayesian Regression Using an Approximated Solution to the Penalized Least Squares Minimization Problem
Eduardo Trujillo Rivera
5:25 PM
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Baxter's Inequality and Sieve Bootstrap for Random Fields
Jens-Peter Kreiss, TU Braunschweig; Marco Meyer, TU Braunschweig; Carsten Jentsch, University of Mannheim
5:25 PM
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Multi-Resolution Functional ANOVA for Large-Scale, Many-Input Nonlinear Regression, Estimation, and Inference
Chih-Li Sung, Georgia Institute of Technology; Wenjia Wang, Georgia Institute of Technology; Matthew Plumlee, University of Michigan; Benjamin Haaland, Georgia Institute of Technology
5:35 PM
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Neighborhood Selection for Gaussian Graphical Model with Vecotr-Valued Nodes
Yanzhen Deng
5:35 PM
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Monday, 07/31/2017
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Mixture DOE Approach for Weights Optimization in Regression Ensembles
Stanislav Zakharkin, PepsiCo
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Ordinal Logistic Regression Model for the Masters Golf Tournament
Erik Heiny, Utah Valley University; Cody Frisby, Utah Valley University
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Parametric and Nonparametric Approaches for Tumor Growth Data
Bingsong Zhang, Georgetown University; Valeriy Korostyshevskiy, Georgetown University
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Optimal Variable Selection in Regression Models
Jie Ding, Harvard; Vahid Tarokh, Harvard; Yuhong Yang, University of Minnesota
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Variable Selection and Penalized Regression Methods for Clinical Projects: Practical Issues
Anne Eaton; Mithat Gönen, Memorial Sloan Kettering Cancer Center
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Semiparametric Bayes' Proportional Odds Models for Arbitrarily Censored Failure Time Data
Lu Wang, University of South Carolina; Lianming Wang, University of South Carolina
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Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines
Devin Francom, Lawrence Livermore National Laboratory; Bruno Sanso, University of California Santa Cruz; Ana Kupresanin, Lawrence Livermore National Laboratory
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
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A Geometric Variational Approach to Bayesian Inference
Abhijoy Saha, Department of Statistics, The Ohio State University; Karthik Bharath, University of Nottingham; Sebastian Kurtek, The Ohio State University
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Automatic Shape-Constrained Nonparametric Regression
Zhikun Gao, George Washington University; Huixia Judy Wang, The George Washington University; Yanlin Tang, School of Mathematical Sciences, Tongji University
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Analysis of the Australian Election Study Using Bayesian Quantile Regression Models
Charles Au, University of Sydney; S. T. Boris Choy, University of Sydney
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Model Comparison for Hip Fracture Patients Hospital Readmission Prediction
Qingqing Dai, Oklahoma State University; Zhuqi Miao, Oklahoma State University; lan zhu, oklahoma state university; Scott Shepherd, Oklahoma State University; William Paiva, Oklahoma State University
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Bayesian Estimation and Uncertainty Quantification in Differential Equation Models
Prithwish Bhaumik, Quantifind Inc.
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Correlating Alcohol and Tobacco Use with Socio-Economic Status and Human Capital Investment
Dooti Roy, University of Connecticut; Bibaswan Chatterjee, University of Buffalo
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Instrument Assisted Partial-Linear Single Index Regression for Errors in Variables Models with Binary Response
Qianqian Wang, University of South Carolina; Yanyuan Ma, Penn State University; Guangren Yang, Jinan University; Xia Cui, Zhongshan University
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Stagewise Generalized Estimating Equations with Applications to Suicide Prevention
Gregory Vaughan, Department of Statistics, University of Connecticut; Robert Aseltine, Division of Behavioral Science and Community Health, UConn Health Center; Kun Chen, Department of Statistics, University of Connecticut; Jun Yan, University of Connecticut
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AARP 2016 Master Model Building and Validation
Renting Xu, AARP; Jared Weiss, AARP, Inc; Paul Maiste, Lityx,LLC; Jerrod Begora, Lityx,LLC; Roger Marcus, Lityx,LLC
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CE-Based Consumer Expenditure Behaviors Study
Zhicong Zhao, Mississippi State University; Fuyuan Li, George Washington University
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Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
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Deep Learning Econometrics
Guanhao Feng; Nicholas Polson, University of Chicago; Jianeng Xu, University of Chicago
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Cross Validation for Penalized M-Estimation with a Case-Weight Adjusted Solution Path
Shanshan Tu, The Ohio State University; Yunzhang Zhu, Ohio State University ; Yoonkyung Lee, The Ohio State University
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A Case Study in Adaptive LASSO Logistic Regression: Factors Related to Cyclist Death When Drivers Are Distracted
Lysbeth Floden, University of Arizona; Patrick Anthony O'Connor, University of Arizona; Melanie Bell, University of Arizona
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
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A Comparison of Testing Methods in Scalar-On-Function Regression
Merve Tekbudak, North Carolina State University; Marcela Alfaro Córdoba, North Carolina State University; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Arnab Maity, North Carolina State University
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Multivariate logistic regression analysis for multiple-infection group testing data
Juexin Lin, University of South Carolina; Dewei Wang, University of South Carolina
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Embracing Blessing of Massive Scale in Big Data
Guang Cheng, Purdue; Stanislav Volgushev, Univ of Toronto; Shih-Kang Chao, Purdue
8:35 AM
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Bayesian Regression Modeling with the Tilted Beta Distribution
Eugene Hahn, Salisbury University
8:35 AM
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Estimation of the Tail Index Using Semiparametric Regression
Emanuele Taufer, University of Trento; Mofei Jia, Xi'an Jiaotong-Liverpool University; Maria Michela Dickson, University of Trento
8:35 AM
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Uncertainty Quantification for Network Regression
Frank W Marrs, Colorado State University; Bailey Fosdick, Colorado State University; Tyler McCormick, University of Washington
8:35 AM
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A Regression Framework for the Proportion of True Null Hypotheses
Simina Boca, Georgetown University Medical Center; Jeffrey Leek, Johns Hopkins Bloomberg School of Public Health
8:35 AM
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Conditional Quantiles Under Parametric Model Misspecification: Predicting Individualized Ranges of A1C Change
Sergey Tarima, Medical College of Wisconsin; Bonifride Tuyishimire, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Lisa Rein, Medical College of Wisconsin; John Meurer, Medical College of Wisconsin
8:35 AM
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Longitudinally Measured Predictors: Approaches for Sufficient Dimension Reduction
Efstathia Bura, TU Wien; Liliana Forzani, Universidad Nacional del Litoral; Ruth Pfeiffer , National Cancer Institute, NIH, HHS
8:35 AM
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Need for New Statistical Methods to Save Lives on Highways
Eric Donnell, The Pennsylvania State University; R. J. Porter, VHB; Larry Cook, University of Utah; Raghavan Srinivasan, University of North Carolina - Highway Safety Research Center; Joseph Kufera, University of Maryland
8:35 AM
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Empirical Bayes Analysis of Relevance Vector Machines
Anand Dixit, Iowa State University; Vivekananda Roy, Iowa State University
8:50 AM
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Correlating Alcohol and Tobacco Use with Socio-Economic Status and Human Capital Investment
Dooti Roy, University of Connecticut; Bibaswan Chatterjee, University of Buffalo
8:50 AM
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Oracle Inequalities for the Dynamic Stochastic Block Model and Time-Dependent Graphon
Marianna Pensky, University of Central Florida
9:00 AM
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A Geometric Variational Approach to Bayesian Inference
Abhijoy Saha, Department of Statistics, The Ohio State University; Karthik Bharath, University of Nottingham; Sebastian Kurtek, The Ohio State University
9:05 AM
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A Multiple Imputation Method Based on Bayesian Quantile Regression Model for Handling Intermittent Missing Data
MinJae Lee, The University of Texas Health Science Center at Houston; Mohammad Rahbar, University of Texas Health Science Center at Houston; John Reveille, The University of Texas Health Science Center at Houston; Michael Weisman , Cedars-Sinai Medical Center; Michael Ward, National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS)/NIH; Lianne Gensler, University of California, San Francisco; Matthew Brown, Queensland University of Technology
9:05 AM
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Envelopes for Censored Quantile Regression
Yue Zhao, KU Leuven; Zhihua Su, University of Florida; Ingrid Van Keilegom, KU Leuven; Shanshan Ding, University of Delaware
9:05 AM
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Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines
Devin Francom, Lawrence Livermore National Laboratory; Bruno Sanso, University of California Santa Cruz; Ana Kupresanin, Lawrence Livermore National Laboratory
9:10 AM
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Data-Driven Penalization for High-Dimensional Regression and Classification Using External Covariates
Britta Velten, EMBL Heidelberg; Wolfgang Huber, EMBL Heidelberg
9:15 AM
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Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
9:15 AM
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Structured Mixture of linear mappings in high dimension
Florence Forbes, French Institute for Research in Computer Science and Automation (INRIA); Chun-Chen Tu, Universilty of Michigan; Naisyin Wang, Universilty of Michigan; Benjamin Lemasson, INSERM, Univ. Grenoble Alpes
9:15 AM
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Model Uncertainty: Conservative Propagation Through Polynomial Regressions with Unknown Structure
Scott Ferson, Insitute for Risk and Uncertainty, University of Liverpool
9:15 AM
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Shape Testing in Quantile Varying Coefficient Models with Heteroscedastic Error
Mohammed Abdulkerim Ibrahim, Censtat, I-BioStat, Universiteit Hasselt; Irène Gijbels, Department of Mathematics and Leuven Statistics Research Center (LStat), KU Leuven; Anneleen Verhasselt, Censtat, I-BioStat, Universiteit Hasselt
9:20 AM
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
9:20 AM
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Delayed Greedy Algorithm for Classification and Regression Trees
Kyle Caudle, South Dakota School of Mines and Technology; Larry Pyeatt, South Dakota School of Mines and Technology; Patrick Fleming, South Dakota School of Mines and Technology
9:20 AM
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Cross Validation for Penalized M-Estimation with a Case-Weight Adjusted Solution Path
Shanshan Tu, The Ohio State University; Yunzhang Zhu, Ohio State University ; Yoonkyung Lee, The Ohio State University
9:30 AM
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CLASSIFICATION and REGRESSION TREES and FORESTS for INCOMPLETE DATA from SAMPLE SURVEYS
MoonJung Cho, U.S. Bureau of Labor Statistics; Wei-Yin Loh, University of Wisconsin-Madison; Yuanzhi Li, University of Wisconsin-Madison
9:35 AM
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Empirical Bayes Learning from Co-Data in High-Dimensional Prediction Settings
Mark Van De Wiel, VU University medical center
9:35 AM
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SVM-CART for Disease Classification
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan; Brian Callaghan, University of Michigan
9:35 AM
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Learning Non-Parametric Binary Regression Using Flixible Power Link Function with GP Priors
Abhishek Bishoyi, University of Connecticut; Xiaojing Wang, University of Connecticut; Dipak K Dey, university of connecticut
9:35 AM
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Sparse Minimum Discrepancy Approach to Sufficient Dimension Reduction with Simultaneous Variable Selection in Ultrahigh Dimension
Wei Qian, Rochester Institute of Technology; Shanshan Ding, University of Delaware; Dennis Cook, University of Minnesota
9:35 AM
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A Regularization Method for Detecting Differential Item Functioning Under the Framework of Generalized Linear Models
Jing Jiang, Boston College; Zhushan Li, Boston College
9:40 AM
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Error Variance Estimation in Ultra-High Dimensional Regression Models
Runze Li, The Pennsylvania State University; Zhao Chen, The Pennsylvania State University; Jianqing Fan, Princeton University
9:50 AM
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Issues Related to Statistical Validation of Minimal Residual Disease as a Surrogate Endpoint for Clinical Trials and Drug Approvals in AML
Liang Xiu, Janssen Research and Development; Rianka Bhattacharya, Janssen Research and Development; Jianan Hui, University of California, Riverside; Hong Tian, Janssen Research and Development
9:50 AM
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Time Series Model Fitting and Regularization Methods
Soumendra N Lahiri, North Carolina State University
9:50 AM
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Study of Spatiotemporal patterns and trends of extreme precipitation indices in south east USA using quantile regression
Bhikhari Tharu
9:50 AM
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Optimal Design of Experiments with the Observation Censoring Driven by Random Enrollment of Subjects
Xiaoqiang Xue; Valerii Fedorov, ICONplc
9:50 AM
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Bayesian Estimation and Uncertainty Quantification in Differential Equation Models
Prithwish Bhaumik, Quantifind Inc.
9:55 AM
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Stagewise Generalized Estimating Equations with Applications to Suicide Prevention
Gregory Vaughan, Department of Statistics, University of Connecticut; Robert Aseltine, Division of Behavioral Science and Community Health, UConn Health Center; Kun Chen, Department of Statistics, University of Connecticut; Jun Yan, University of Connecticut
10:00 AM
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Selected Model Averaging in High-Dimensional Linear Regression
Craig Rolling, Saint Louis University; Yongli Zhang, University of Oregon
10:05 AM
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Partial Rank Regression Models with Penalized Warped Wavelets
Eddy Kwessi, Trinity University
10:05 AM
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Model-Robust Inference for Continuous Threshold Regression Models
Chongzhi Di, Fred Hutchinson Cancer Research Center; Ying Huang, Fred Hutchinson Cancer Research Center; Peter Gilbert, Fred Hutchinson Cancer Research Center; Youyi Fong, Fred Hutchinson Cancer Research Center
10:35 AM
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Posterior Concentration for Bayesian Regression Trees and their Ensembles
Veronika Rockova, University of Chicago; Stephanie van der Pas, Leiden University
10:35 AM
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Regression Analysis of Multivariate Failure Time Data
Ross L Prentice, Fred Hutchinson Cancer Research Center; Shanshan Zhao, National Institute of Environmental Health Sciences
10:35 AM
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On Sufficient Dimension Reduction with Missing Responses Through Estimating Equations
Yuexiao Dong, Temple University; Qi Xia, Temple University; Chengyong Tang, Temple University
10:35 AM
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Unique Regression Model(S) for Both Symmetric and Asymmetric Regressed Variable(S)
Mian Adnan, Ball State University; Silvey Shamsi, Ball State University; Rahmatullah Imon, Ball State University
10:35 AM
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Automatic Shape-Constrained Nonparametric Regression
Zhikun Gao, George Washington University; Huixia Judy Wang, The George Washington University; Yanlin Tang, School of Mathematical Sciences, Tongji University
10:40 AM
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Instrument Assisted Partial-Linear Single Index Regression for Errors in Variables Models with Binary Response
Qianqian Wang, University of South Carolina; Yanyuan Ma, Penn State University; Guangren Yang, Jinan University; Xia Cui, Zhongshan University
10:50 AM
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Model Comparison for Hip Fracture Patients Hospital Readmission Prediction
Qingqing Dai, Oklahoma State University; Zhuqi Miao, Oklahoma State University; lan zhu, oklahoma state university; Scott Shepherd, Oklahoma State University; William Paiva, Oklahoma State University
10:55 AM
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Sending Analysis to the Data: Optimizing Information Exchange in the Learning Health Care System
Darren Toh, Harvard Medical School and Harvard Pilgrim Health Care Institute
11:00 AM
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Large-P Small-N Nonparametric Regression and Additive-Interactive Response Functions
Surya T Tokdar, Duke University
11:00 AM
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Trajectory Analysis for Postoperative Pain Using Electronic Health Records- a Non-Parametric Method with Robust Linear Regression and K-Medians Cluster Analysis
Yingjie Weng, Stanford University School of Medicine; Lu Tian, Stanford University; Karishma Desai, Department of Surgery, Stanford University School of Medicine; Dario Tedesco, Department of Surgery, Stanford University School of Medicine; Wen-wai Yim, Department of Surgery, Stanford University School of Medicine; Steven Asch, Center for Innovation to Implementation, VA Palo Alto Health Care System; Ian Carroll, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University; Catherine Curtin, Department of Surgery, Stanford University School of Medicine; Kathryn McDonald, Center for Health Policy, Primary Care and Outcomes Research, Stanford University; Tina Hernandez-Boussard, Departments of Medicine, Biomedical Data Science, and Surgery, Stanford University
11:05 AM
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Gaussian Processes for Individualized Continuous Treatment Rule Estimation
Pavel Shvechikov, Higher School of Economics; Evgeniy Riabenko, Higher School of Economics
11:05 AM
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Automatic Forecasting of Hourly Electricity Demand with a Computationally Efficient Semiparametric Time Series Model
Jun Liu, Georgia Southern University
11:05 AM
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A Comparison of Testing Methods in Scalar-On-Function Regression
Merve Tekbudak, North Carolina State University; Marcela Alfaro Córdoba, North Carolina State University; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Arnab Maity, North Carolina State University
11:05 AM
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
11:10 AM
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Functional Regression Estimation with Application to Sparsely Observed Data
Ao Yuan, Georgetown University; Hongbin Fang, Georgetown University; Ming T Tan, Georgetown University
11:15 AM
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Linear Modal Regression with Errors in Variables
Xiang Li, University of South Carolina; Xianzheng Huang, University of South Carolina
11:20 AM
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Regression Analysis of Interval-Censored Failure Time Data in the Presence of Informative Censoring
(Tony) Jinaguo Sun, University of Missouri
11:35 AM
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Analyzes of Nighttime Seat Belt Usage Based on Gender, Vehicle Type, and Geography
Kwaku Boakye, University of Tennessee, Knoxville; Shashi Nambisan, University of Alabama; Mack Shelley, Iowa State University
11:35 AM
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A Case Study in Adaptive LASSO Logistic Regression: Factors Related to Cyclist Death When Drivers Are Distracted
Lysbeth Floden, University of Arizona; Patrick Anthony O'Connor, University of Arizona; Melanie Bell, University of Arizona
11:40 AM
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Deep Learning Econometrics
Guanhao Feng; Nicholas Polson, University of Chicago; Jianeng Xu, University of Chicago
11:50 AM
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An Adaptive Approach to Dimension Reduction
Qin Wang, Virginia Commonwealth University
11:55 AM
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Analysis of the Australian Election Study Using Bayesian Quantile Regression Models
Charles Au, University of Sydney; S. T. Boris Choy, University of Sydney
12:00 PM
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Matrix-Free Computation of Spatial-Temporal Gaussian Autoregressions and Related Stat-Space Models
Chunxiao Wang, Oregon State University; Debashis Mondal, Oregon State University
12:05 PM
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AARP 2016 Master Model Building and Validation
Renting Xu, AARP; Jared Weiss, AARP, Inc; Paul Maiste, Lityx,LLC; Jerrod Begora, Lityx,LLC; Roger Marcus, Lityx,LLC
12:05 PM
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Teaching Logistic Regression Using Ordinary Least Squares in Excel
Milo Schield, Augsburg College
12:05 PM
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Metabolite Prediction in the Human Microbiome
Himel Mallick, Harvard University; Eric A. Franzosa, Harvard University; Lauren J. Mclver, Harvard University; Soumya Banerjee, University of Oxford; Alexandra Sirota-Madi, Evelo Biosciences; Aleksandar D. Kostic, Harvard University; Clary B. Clish, Broad Institute; Hera Vlamakis, Broad Institute; Ramnik Xavier, Massachusetts General Hospital; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
2:05 PM
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An Effecient Method for Quantile Regression
Mei Ling Huang, Brock University; Ramona Rat, Brock University; Wai Kong Yuen, Brock University
2:05 PM
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SPARSE LOW-RANK TENSOR RESPONSE REGRESSION
Will Wei Sun, University of Miami; Lexin Li, University of California at Berkeley
2:30 PM
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Interactive Graphics for Functional Data Analyzes
Julia Wrobel, Columbia University, Department of Biostatistics; So-Young Park, North Carolina State University, Department of Statistics; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Jeff Goldsmith, Columbia University
2:35 PM
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On Mitigating the Analytical Limitations of Paired Experiments
Colin Fogarty, MIT Sloan School of Management
2:35 PM
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Bayesian Analysis of Explosive Safety Scenarios
David Collins; Eric M. Heatwole, Los Alamos National Laboratory
2:35 PM
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Variable Selection for High-Dimensional Spatial Regression Models
Abolfazl Safikhani, Columbia University; Tapabrata Maiti, Michigan State University; Chae Young Lim , Seoul National University
2:50 PM
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High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive Models
Satyajit Ghosh, University of Florida; Kshitij Khare, University of Florida; George Michailidis, University of Florida
3:05 PM
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Functional Regression Models for Nonignorable Missing Scalar Responses
Hongtu Zhu, The University of Texas MD Anderson Cancer Center; Tengfei Li, MD Anderson
3:20 PM
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Graph Constrained Regularization for Nonparametric Instrumental Variable Regression in Genetical Genomic Analysis
Bin Gao, Janssen Research & Development, LLC; Yuehua Cui, Michigan State University
3:20 PM
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Maximum Likelihood Versus Alternative Regularized Estimators for Logistic Regression Models
Gabriel Ruiz, Department of Statistics, University of California, Riverside; Subir Ghosh, Department of Statistics, University of California, Riverside
3:20 PM
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Interval Confidence Distributions for Tracking the North Korean 'Regression'
Robert Shumway, Univ Of California
3:20 PM
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Weather Adjustment of Economic Data - Beyond Seasonal Adjustment
Steve Matthews, Statistics Canada; Zdenek Patak, Statistics Canada
3:20 PM
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Flexible Semiparametric Regression of State Occupational Probabilities in a Multistate Model with Right-Censored Data
Chathura Siriwardhana, University of Hawaii; Karunarathna Kulasekera, University of louisville; Somnath Datta, University of Florida
3:35 PM
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Tuesday, 08/01/2017
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Comparison of Model-Based to Design-Based Ratio Estimators
James Knaub, Retired
|
Functional Principal Component Logistic Regression Model for Online Arabic Handwriting Recognition
Amani Albaqshi, University of Northern Colorado; Khalil Shafie, University of Northern Colorado
|
Sample Design and Weighting for Estimating a Dose-Response Curve
Sharon Lohr, Westat; Pamela Broene, Westat; Eric Jodts, Westat
|
Conditional Quantiles Under Parametric Model Misspecification: a Simulation Study
Bonifride Tuyishimire, Medical College of Wisconsin; Sergey Tarima, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Lisa Rein, Medical College of Wisconsin; John Meurer, Medical College of Wisconsin
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Correlating a Right Censored Risk Factor with a Neuropathology Finding
Richard Kryscio, Univ of Kentucky; Qiwen Kang, University of Kentucky; Erin L Abner, University of Kentucky; Peter T Nelson, University of Kentucky; David Fardo, University of Kentucky; Frederick A Schmitt, University of Kentucky
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An Application of Polynomial Regression to Dyadic Data
Nehemias Ulloa, Iowa State University; Frederick O. Lorenz, Iowa State University
|
Semiparametric Regression with a Mixture Model with Both Known and Unknown Components
Weibin Zhong, Georgetown University Medical Center; Ao Yuan, Georgetown University; Kepher H Makambi, Georgetown University
|
Longer Telomere Length Is Associated with Hypertension in African American Women: THE MH-GRID STUDY
Ruihua Xu, National Institutes of Health; Sharon Davis, National Human Genome Research Institute; Amadou Gaye, National Human Genome Research Institute; Samson Gebreab, National Human Genome Research Institute; Rumana J. Khan, National Human Genome Research Institute; Pia Riestra, National Human Genome Research Institute; Amadi V. Gibbons, National Human Genome Research Institute; Rakale Quarrels, Morehouse School of Medicine; Gary H. Gibbons, National Human Genome Research Institute
|
Image-On-Image Regression: a Spatial Bayesian Latent Factor Model for Predicting Task-Evoked Brain Activity Using Task-Free MRI
Cui Guo, University of Michigan
|
Bootstrapping and Cross-Validating Generalized PLS Regressions Using GPU
Frederic Bertrand, University of Strasbourg; Myriam Maumy, Universite de Strasbourg
|
A Strategy for Evaluating Goodness-of-Fit for a Logistic Regression Model Using the Hosmer-Lemeshow Test on Samples from a Large Data Set
Michael Pennell, Ohio State University; Adam Bartley, Department of Health Sciences Research, Mayo Clinic; Stanley Lemeshow, College of Public Health, The Ohio State University; Gary Phillips, Center for Biostatistics, The Ohio State University
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Best Practices in Predicting Customer Attrition
Adraine Upshaw, BBVA Compass
|
Outcomes Following Concomitant Traumatic Brain Injury and Hemorrhagic Shock: a Secondary Analysis of the PROPPR Trial
Savitri N. Appana, The University of Texas Health Science Center at Houston; Erin E Fox, The University of Texas Health Science Center, Center for Translational Injury Research; Sarah Baraniuk, The University of Texas Health Science Center at Houston; Patrick L Bosarge, University of Alabama School of Medicine; Elieen M. Bulger, University of Washington Department of Surgery; Rachael A. Callcut, University of California San Francisco Division of General Surgery; Bryan A. Cotton, The University of Texas Health Science Center at Houston; Michael Goodman, University of Cincinnati School of Medicine; Kenji Inaba, University of Southern California Keck School of Medicine; Terence O'Keeffe, University of Arizona School of Medicine; Martin A. Schreiber, Oregon Health & Science University School of Medicine; Charles E. Wade, The University of Texas Health Science Center, Center for Translational Injury Research; Thomas M. Scalea, University of Maryland School of Medicine; John B. Holcomb, The University of Texas Health Science Center at Houston; Deborah M. Stein, University of Maryland School of Medicine; Samuel M. Galvagno Jr., University of Maryland School of Medicine
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Rank Regression in Order Restricted Randomized Designs
Jinguo Gao, Google Inc.; Omer Ozturk, Ohio State University
|
Comparison of Two Effect Ratio Measures for Meeting the Aerobic Physical Activity Guideline Among U.S. Adults with Mobility Disability, BRFSS 2015
Qing Zhang, CDC
|
Assessing the Impact of Multicollinearity in Various Regression Scenarios
Lisa Kay, Eastern Kentucky University; Daniel J. Mundfrom, Eastern Kentucky University; Michelle L. Smith, Eastern Kentucky University
|
Estimating an Inverse Mean Subspace
Jiaying Weng; Xiangrong Yin, University of Kentucky
|
Geometric Ergodicity of Gibbs Samplers in Bayesian Penalized Regression Models
Dootika Vats, University of Minnesota
|
Immortal Time Bias in Observational Studies of Time-To-Event Outcomes: Assessing Effects of Post-Mastectomy Radiation Therapy Using National Cancer DataBase (NCDB) Study
Parul Agarwal, Icahn School of Medicine at Mount Sinai; Erin Moshier, Icahn School of Medicine at Mount Sinai; Meng Ru, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
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A Mixture-Of-Regressions Model with Measurement Errors in the Response
Xiaoqiong Fang, University of Kentucky; Derek Young, University of Kentucky
|
A Bayesian Race Model for Response Times Under Cyclic Stimulus Discriminability
Deborah Kunkel, The Ohio State University; Kevin Potter, University of Massachusetts; Trisha Van Zandt, The Ohio State University; Peter F Craigmile, The Ohio State University; Mario Peruggia, The Ohio State University
|
Multi-Way Interacting Regression via Factorization Machines
Mikhail Yurochkin; Long Nguyen, University of Michigan; Nikolaos Vasiloglou, Infor
|
Sample Size Calculation for the Generalized Poisson Regression Model Comparing Two Rates of Recurrent Events
Kimitoshi Ikeda, Amgen Astellas BioPharma K.K.
|
Nonlinear Mixed-Effects Mixture Models for Clustering Longitudinal Data with an Application
Chongshu Chen, University of Rochester
|
Coefficient Estimation and Hypothesis Testing on Interval-Valued Data Regression by Measurement Error
Yaotong Cai, University of Georgia; lynne Billard, University of Georgia
|
Risk Ratios and Regression Estimates Under Contagion
Olga Morozova, Yale University; Theodore Cohen, Yale University; Forrest W Crawford, Yale School of Public Health
|
Subgroup Analyzes with Survival Data in Retrospective Cohort Studies
Rima Izem, Food and Drug Administration; Jiemin Lao, Sphere Institute; Mao Hu, Acumen LLC; Yuqin Wei, Sphere Institute; Michael Wernecke, Acumen LLC; Jeffrey A Kelman, Centers for Medicaid and Medicare Services (CMS); David J Graham, Food and Drug Administration
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Longitudinal regression model for a continuous skewed outcome with zero inflated observations with application to oropharyngeal cancer cost
Ho-Lan Peng; Wenyaw Chan, University of Texas Health Science Center at Houston School of Public Health; Chi-Fang Wu, University of Texas Health Science Center at Houston School of Public Health; Hongyu Miao, University of Texas Health Science Center at Houston School of Public Health; David R Lairson, University of Texas Health Science Center at Houston School of Public Health
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Dynamic Posterior Exploration for Simultaneous Variable and Covariance Selection with Spike and Slab Priors
Sameer Kirtikumar Deshpande, The Wharton School; Veronika Rockova, University of Chicago; Edward I. George, Wharton, University of Pennsylvania
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Applying Logistic Regression to Student Data to Determine Retention of Students at a Large University
Reema Thakkar, RTI International; Emily Griffith, NC State University; Stephany Dunstan, N.C. State University
|
Assessing the Effectiveness of Mentoring Youth
Laura Albrecht; Keenan O'brien, Metropolitan State University of Denver; Matthew Shaw, Metropolitan State University of Denver
|
Joint Nonparametric Correction Estimator for Excess Relative Risk Regression in Survival Analysis with Exposure Measurement Error
Ching-Yun Wang, Fred Hutchinson Cancer Research Center; Harry Cullings, Radiation Effects Research Foundation; Xiao Song, University of Georgia; Kenneth J. Kopecky, Fred Hutchinson Cancer Research Center
8:35 AM
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On Estimating Regression-Based Causal Effects Using Sufficient Dimension Reduction
Wei Luo, Baruch College; Yeying Zhu, University of Waterloo; Debashis Ghosh, Colorado School of Public Health
8:35 AM
|
Structured Shrinkage for Network Regression
Peter Hoff, Duke University
8:35 AM
|
Semiparametric Regression on Life Lost
Lauren Balmert, University of Pittsburgh; Jong H. Jeong, University of Pittsburgh
8:35 AM
|
Immortal Time Bias in Observational Studies of Time-To-Event Outcomes: Assessing Effects of Post-Mastectomy Radiation Therapy Using National Cancer DataBase (NCDB) Study
Parul Agarwal, Icahn School of Medicine at Mount Sinai; Erin Moshier, Icahn School of Medicine at Mount Sinai; Meng Ru, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
8:40 AM
|
Permutation Confidence Region for Regression Slopes and a Diagnostic Tool for the Central Limit Theorem
Qiang Wu, East Carolina University; Paul Vos, East Carolina University
8:50 AM
|
Evaluating the Effect of Weighting Adjustments on HIV Prevalence Estimates in Three Population-Based HIV Impact Assessments Surveys
Tien-Huan Lin, Westat; Natalia Weil, Westat; Ismael Flores Cervantes, Westat; Suzue Saito, ICAP at Columbia University
8:50 AM
|
A Robust Interrupted Time Series Model for Analyzing Complex Healthcare Intervention Data
Maricela Cruz; Hernando Ombao, KAUST and UC Irvine; Miriam Bender, University of California, Irvine
8:55 AM
|
GMM Logistic Regression with Time-Dependent Covariates and Feedback Processes
Kyle M Irimata, Arizona State University
8:55 AM
|
When Should We Use Linear Fixed Effects Regression Models for Causal Inference with Longitudinal Data?
Kosuke Imai, Princeton University; In Song Kim, MIT
9:00 AM
|
A focused mean squared error approach for selecting tuning parameters in penalized regression
Kristoffer Hellton, University of Oslo; Nils Lid Hjort, University of Oslo
9:05 AM
|
A Bayesian Penalized Hidden Markov Model for Animal Interactions
Meridith Bartley, Penn State University; Ephraim M Hanks, The Pennsylvania State University; David Hughes, Penn State Univeristy
9:05 AM
|
On the Similarity of Principal Components, Random Projections and Random Column Subsampling for Dimension Reduction in High-Dimensional Linear Regression
Martin Slawski, George Mason Univ
9:05 AM
|
A Mixture-Of-Regressions Model with Measurement Errors in the Response
Xiaoqiong Fang, University of Kentucky; Derek Young, University of Kentucky
9:10 AM
|
Analyzing Definitive Screening Designs Taking Advantage of Their Structure
Bradley Allen Jones, JMP Division/SAS
9:25 AM
|
Risk Ratios and Regression Estimates Under Contagion
Olga Morozova, Yale University; Theodore Cohen, Yale University; Forrest W Crawford, Yale School of Public Health
9:30 AM
|
Quantile Residual Life Regression with Longitudinal Biomarker Measurements for Dynamic Prediction
Ruosha Li, University of Texas Health Science Center at Houston; Xuelin Huang, M D Anderson Cancer Center
9:35 AM
|
Longitudinal regression model for a continuous skewed outcome with zero inflated observations with application to oropharyngeal cancer cost
Ho-Lan Peng; Wenyaw Chan, University of Texas Health Science Center at Houston School of Public Health; Chi-Fang Wu, University of Texas Health Science Center at Houston School of Public Health; Hongyu Miao, University of Texas Health Science Center at Houston School of Public Health; David R Lairson, University of Texas Health Science Center at Houston School of Public Health
9:35 AM
|
Modeling Weather-Induced Home Insurance Risks with Support Vector Machine Regression
Vyacheslav Lyubchich, University of Maryland Center for Environmental Science; Yulia R. Gel, University of Texas at Dallas; Asim Kumer Dey, University of Texas at Dallas
9:35 AM
|
Impact of Instructors and Majors on Student Performance Bayesian Multiple Membership Logistic Regression Model
Maria Elsa Vazquez, Arizona State University
9:35 AM
|
Multilevel Regression and Poststratification (MRP) for Small Area Estimation: An Application to Estimate Health Insurance Coverage Using Geocoded American Community Survey
Xingyou Zhang, U.S. Census Bureau; Samuel Szelepka, U.S. Census Bureau; Blandine Bawawana, US Census Bureau; Alfred Gottschalck, U.S. Census Bureau
9:35 AM
|
Bayesian Estimation of Optimal Differencing Operator in Cointegrated Systems
Anindya Roy, University of Maryland at Baltimore County; Tucker McElroy, U. S. Census Bureau
9:35 AM
|
Sparse semi-parametric generated effect modifiers
Hyung Park, Columbia University; Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; R. Todd Ogden, Department of Biostatistics, Columbia University
9:50 AM
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Dynamic Predictions in Bayesian Functional Joint Models for Longitudinal and Time-To-Event Data: An Application to Alzheimer's Disease
Kan Li, The University of Texas Health Science Center at Houston ; Sheng Luo, The University of Texas Health Science Center at Houston
9:50 AM
|
Sample Size Calculation for the Generalized Poisson Regression Model Comparing Two Rates of Recurrent Events
Kimitoshi Ikeda, Amgen Astellas BioPharma K.K.
9:50 AM
|
Sequential Co-Sparse Factor Regression
Aditya Mishra, University of Connecticut; Kun Chen, Department of Statistics, University of Connecticut; Dipak K Dey, university of connecticut
10:05 AM
|
Measuring Cross-Country Differences in Misallocation
Kirk White, U.S. Census Bureau; Mitsukuni Nishida, Johns Hopkins Carey Business School; Martin Rotemberg, New York University; Amil Petrin, University of Minnesota-Twin Cities and NBER
10:35 AM
|
Estimating an Inverse Mean Subspace
Jiaying Weng; Xiangrong Yin, University of Kentucky
10:35 AM
|
A Partition Weighted Kernel (PWK) Method for Estimating Marginal Likelihoods
Ming-Hui Chen, University of Connecticut; Yu-Bo Wang, National Institutes of Health; Lynn Kuo, University of Connecticut; Paul O. Lewis, University of Connecticut
10:35 AM
|
Flexible Semiparametric Functional Analysis in Matched Case-Crossover Studies
Wenyu Gao; Inyoung Kim, Virginia Tech
10:35 AM
|
Nonparametric Estimation for Extreme-Value Copula Functions via Constrained Spline Regressions
Yang Li, Renmin University of China; Yichen Qin, University of Cincinnati; Siqi Xiang, Renmin University of China; Jun Yan, University of Connecticut
10:50 AM
|
A Bayesian Race Model for Response Times Under Cyclic Stimulus Discriminability
Deborah Kunkel, The Ohio State University; Kevin Potter, University of Massachusetts; Trisha Van Zandt, The Ohio State University; Peter F Craigmile, The Ohio State University; Mario Peruggia, The Ohio State University
10:50 AM
|
Nonlinear Mixed-Effects Mixture Models for Clustering Longitudinal Data with an Application
Chongshu Chen, University of Rochester
10:50 AM
|
Subgroup Analyzes with Survival Data in Retrospective Cohort Studies
Rima Izem, Food and Drug Administration; Jiemin Lao, Sphere Institute; Mao Hu, Acumen LLC; Yuqin Wei, Sphere Institute; Michael Wernecke, Acumen LLC; Jeffrey A Kelman, Centers for Medicaid and Medicare Services (CMS); David J Graham, Food and Drug Administration
10:50 AM
|
Omnibus Test in Matched Case-Control Studies
Byung-Jun Kim, Virginia Polytechnic Inst. & State Univ. Department of Statistics; Inyoung Kim, Virginia Tech
10:55 AM
|
Coefficient Estimation and Hypothesis Testing on Interval-Valued Data Regression by Measurement Error
Yaotong Cai, University of Georgia; lynne Billard, University of Georgia
10:55 AM
|
Analyzing the Multiply Imputed Accelerometer Data in the 2003-2004 National Health and Nutrition Examination Survey
Benmei Liu, National Cancer Institute; Mandi Yu, National Cancer Institute; Barry I. Graubard, National Cancer Institute; Richard Troiano, National Cancer Institute; Nathaniel Schenker, Retired
11:00 AM
|
Threshold Degradation
Chien-Yu Peng, Institute of Statistical Science, Academia Sinica; Ya-Shan Cheng, Institute of Statistical Science, Academia Sinica
11:05 AM
|
Time Series Prediction and Predictor Selection in High-Dimensional Quantile Autoregressive Regression
Dawit Zerom, California State University at Fullerton
11:05 AM
|
Segmented regression modeling of tuberculosis incidence surveillance data in the U.S. to analyze potentially changing trends
Brock Stewart, Centers for Disease Control and Prevention; Lori Armstrong, Centers for Disease Control and Prevention; Carla Winston, Centers for Disease Control and Prevention
11:05 AM
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Applying Logistic Regression to Student Data to Determine Retention of Students at a Large University
Reema Thakkar, RTI International; Emily Griffith, NC State University; Stephany Dunstan, N.C. State University
11:10 AM
|
Confidence Intervals for Heritability via Haseman-Elston Regression
Tamar Sofer, University of Washington, Department of Biostatistics
11:15 AM
|
High-Dimensional Function-On-Scalar Regression with Application to Genetic Association Studies
Matthew Reimherr, Penn State; Alice Parodi, Politecnico di Milano
11:15 AM
|
High-Dimensional Bayesian Computation for Censored Quantile Regression
Naveen N Narisetty, University of Illinois at Urbana-Champaign; Xuming He, University of Michigan
11:25 AM
|
Recommended Methods for Handling Missing Item Values in Regression Analyzes of the National Survey on Drug Use and Health
Peter Frechtel, RTI International; Phillip Kott, RTI; Rachel Harter, RTI International; Susan Edwards, RTI International; Jeff Laufenberg, RTI International; Stephen Tueller, RTI International; Jiantong Wang, RTI International; Sarra Hedden, Substance Abuse and Mental Health Services Administration; Jonaki Bose, Substance Abuse and Mental Health Services Administration; Rebecca Ahrnsbrak, Substance Abuse and Mental Health Services Administration; Rachel Lipari, Substance Abuse and Mental Health Services Administration; Matthew Williams, Substance Abuse and Mental Health Services Administration
11:25 AM
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MIMoSA: Method for Inter-Modal Segmentation Analysis
Alessandra Valcarcel, University of Pennsylvania; Kristin Linn, University of Pennsylvania; Simon Vandekar, University of Pennsylvania; Theodore Satterthwaite, Univ of Pennsylvania; Peter A Calabresi, The Johns Hopkins University; Russell Taki Shionhara, UPenn
11:35 AM
|
Regression Power Analysis for a Linear Regression Model When Regressors Are Matrix-Sampled
Stanislav Kolenikov, Abt Associates; Heather Hammer, Abt Associates
11:50 AM
|
Parameter Adjustment of Case-Control Analysis to Adjust for Different Pathogenicity of Multiple Exposures
Diana Lam, University of Maryland, Baltimore; William Blackwelder, University of Maryland, Baltimore
11:50 AM
|
Robust Genetic Prediction of Complex Traits with the Latent Dirichlet Process Regression Models
Xiang Zhou, University of Michigan; Ping Zeng, University of Michigan
11:55 AM
|
Dynamic Posterior Exploration for Simultaneous Variable and Covariance Selection with Spike and Slab Priors
Sameer Kirtikumar Deshpande, The Wharton School; Veronika Rockova, University of Chicago; Edward I. George, Wharton, University of Pennsylvania
11:55 AM
|
Multi-Way Interacting Regression via Factorization Machines
Mikhail Yurochkin; Long Nguyen, University of Michigan; Nikolaos Vasiloglou, Infor
12:10 PM
|
Assessing the Effectiveness of Mentoring Youth
Laura Albrecht; Keenan O'brien, Metropolitan State University of Denver; Matthew Shaw, Metropolitan State University of Denver
12:10 PM
|
Geometric Ergodicity of Gibbs Samplers in Bayesian Penalized Regression Models
Dootika Vats, University of Minnesota
12:15 PM
|
Conditional Models for Longitudinal Data with a Temrinal Event
Bin Nan, University of Michigan; Shengchun Kong, Gilead Sciences, Inc; John Kalbfleisch, University of Michigan
2:05 PM
|
Bayesian Low-Rank Graph Regression Models for Mapping Human Connectome Data
Eunjee Lee, University of Michigan; Hongtu Zhu, The University of Texas MD Anderson Cancer Center; Joseph G Ibrahim, UNC; Yong Fan, University of Pennsylvania
2:05 PM
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Reconstruction of Spatio-Temporal Temperature from Sparse Historical Records Using Robust Probabilistic Principal Component Regression
John Tipton, Colorado State University; Mevin Hooten, Colorado State University; Simon Goring, Department of Geography, University of Wisconsin
2:05 PM
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Interaction and Model Selection for Function-On-Function Regression
Ruiyan Luo, Georgia State University; Xin Qi, Georgia State University
2:05 PM
|
Undocumented Changepoint Detection by Nonparametric Procedure in a Two-Phase Linear Regression Model
Jing Sun, Augusta University; Sunil Mathur, Augusta University; Deepak Sakate, Shivaji University
2:20 PM
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Predictive Modeling of Health Care Associated Infections (HAIs) Using National Linked Individual Health Care Data in Scotland
Kimberley Kavanagh, University of Strathclyde; Jiafeng Pan, University of Strathclyde; Chris Robertson, University of Strathclyde; Marion Bennie, University of Strathclyde; Charis Marwick, University of Dundee; Colin McCowan, University of Glasgow
2:20 PM
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Simple Regression Model Using Shape Predictors
Kyungmin Ahn; Wei Wu, Florida State University; Anuj Srivastava, Florida State University
2:20 PM
|
Model-Selection Consistency of Forward Selection in High-Dimensional Regression
Jerzy Wieczorek, Carnegie Mellon University; Jing Lei, Carnegie Mellon University
2:20 PM
|
T-Geometric Regression Models with Applications to Zero-Inflated Count Data
Carl Lee, Central Michigan Univ; Felix Famoye, Central Michigan University; Alfred Akinsete, Marshall University
2:25 PM
|
Functional-On-Function Regression for Highly Densely Observed Spiky Functional Data
Xin Qi, Georgia State University; Ruiyan Luo, Georgia State University
2:35 PM
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Nonparametric Inference via Bootstrapping the Debiased Estimator
Yen-Chi Chen, University of Washington
2:35 PM
|
A Multicollinearity-Adjusted Adaptive LASSO for Zero-Infated Count Regression
Prithish Banerjee, Wayne State University School of Medicine; Broti Garai, West Virginia University; Shrabanti Chowdhury, Wayne State University; Himel Mallick, Harvard University
2:45 PM
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Design Based Estimates of Model Based Parameters
Eric Morenz, McGill University; Russell Steele, McGill University; Ana Velly, Jewish General Hospital, McGill University
2:50 PM
|
Enhancements to Graph-Theoretic Approaches to the Multivariate Two-Sample Problem
David Ruth, US Navy; Samuel Buttrey, Naval Postgraduate School
2:50 PM
|
Semiparametric Regression for Interval-Censored Data with Informative Dropout
Donglin Zeng, University of North Carolina; Fei Gao, University of North Carolina; Danyu Lin, University of North Carolina
2:55 PM
|
Locally D-Optimal Designs for Logistic Regression Models with Factorial Effects
Zhongshen Wang, Arizona State University; John Stufken, Arizona State University
3:05 PM
|
Using Stepwise Regression and Nonparametric Tests to Analyze the Landed Cost Competitiveness of Producing Apparel in Different Countries
Lori Rothenberg, NC State University; Ruth Dede Adikorley, NC State University; Kristin Thoney-Barletta, NC State University; Jeffrey Joines, NC State University
3:05 PM
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Identifiability and Inference of Causal Effects with High-Dimensional and Invalid Instruments
Changjing Wu, Peking University; Minghua Deng, Peking University; Wei Lin, Peking University
3:20 PM
|
Hypothesis Testing for Nonlinear Feature Interaction Using Cross-Validated Kernel Ensemble
Jeremiah Zhe Liu, Harvard University; Brent Coull, Harvard T.H. Chan School of Public Health
3:20 PM
|
Generalized Mixed Effects Regression Tree for Longitudinal Count Data
Xiaoqin Xiong, Food and Drug Administration; Joel A Dubin, University of Waterloo
3:20 PM
|
Bayesian Multiple-Inflation Poisson Regression for Infection Data
Duchwan Ryu, Northern Illinois University; Devrim Bilgili, University of North Florida; Önder Ergönül, Koc ? University, Istanbul, Turkey; Nader Ebrahimi, Northern Illinois University
3:25 PM
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What's Happening in Selective Inference I?
Emmanuel J. Candes, Stanford University
4:05 PM
|
Wednesday, 08/02/2017
|
Regression Tree Analysis of Crash Severity Related to Work Zones in Ohio
Peter Hovey, University of Dayton; Deogratias Eustace, University of Dayton; Ibrahim Alfallaj, Kansas State University
|
An Investigation of Conditional Heteroscedasticity Structural Change in S&P 500 Returns
Jinyu Du; V A Samaranayake, Missouri University of Science and Technology
|
A Significant Test for the Number of Orthogonal Components
Zhiyang Zhou, Simon Fraser University; Richard Lockhart, Simon Fraser University
|
Subgroup Analysis of Censored Survival Data on Cancer Treatment
Qing Zhang, Stony Brook University; Hongshik Ahn, Stony Brook University
|
Magic Cross-Validation with Applications in Kernel Smooth Margin Classifiers
Boxiang Wang; Hui Zou, University of Minnesota
|
Regression-Enhanced Random Forests
Haozhe Zhang, Iowa State University; Dan Nettleton, Iowa State University; Zhengyuan Zhu, Iowa State University
|
A Robust Residual-Based Approach for Random Forest Regression
Andrew Sage, Iowa State University; Ulrike Genschel, Iowa State University; Dan Nettleton, Iowa State University
|
A Statistical Method for the Analysis of Multiple ChIP-Seq Data Sets
Pedro Luiz Baldoni, Univ of North Carolina At Chapel Hill; Naim Rashid, University of North Carolina at Chapel Hill; Joseph G Ibrahim, UNC
|
Adaptive Pruning for Random Forests: It Helps
Thomas Loughin, Simon Fraser University; Andrew Henrey, Simon Fraser University
|
Group Fused Multinomial Regression
Brad Price, West Virginia University; Adam Rothman, University of Minnesota; Charles Geyer, University of Minnesota
|
Effect Modifications of Blood Lead-Cardiovascular Disease Mortality Association by Time-Related Factors Studied Using NHANES Linked Mortality Files
Yutaka Aoki, National Center for Health Statistics; Jennifer Parker, National Center for Health Statistics
|
MINIMIZING ERROR in MEGA-POLLS: LESSONS from the 2016 ELECTION
Joseph Zappa, Ipsos Public Affairs; Robert Petrin, Ipsos Public Affairs; Kaitlyn McAuliffe, Ipsos Public Affairs
|
Optimal step-stress accelerated life test under Type-I censoring with flexible stress durations
Tianyu Bai, University of Texas at San Antonio; David Han, University of Texas At San Antonio
|
A Statistical Analysis of the NFL Draft: Valuing Draft Picks and Predicting Future Player Success
Robert Nicholas Citrone, Carnegie Mellon University; Sam Ventura, Carnegie Mellon University
8:35 AM
|
Convergence Properties of Gibbs Samplers for Bayesian Probit Regression with Proper Priors
Saptarshi Chakraborty, University of Florida; Kshitij Khare, University of Florida
8:35 AM
|
Passing-Bablok Regression Analysis with Rank-Transferred Data in Evaluating Hemostasis State of a Blood Sample
Kyungsook Kim, FDA
8:35 AM
|
Marginal False Discovery Rates for Penalized Regression Models
Patrick Breheny, University of Iowa
8:35 AM
|
Magic Cross-Validation with Applications in Kernel Smooth Margin Classifiers
Boxiang Wang; Hui Zou, University of Minnesota
8:40 AM
|
Regression-Enhanced Random Forests
Haozhe Zhang, Iowa State University; Dan Nettleton, Iowa State University; Zhengyuan Zhu, Iowa State University
8:45 AM
|
Missing Data Imputation Using Regression and Classification Tree Software GUIDE
Hyunshik Lee, Westat
8:50 AM
|
Multilevel Intrinsic Regression for Manifold Representations of Surfaces Derived from CT Images
Lucy Robinson, Drexel University; Sriram Balasubramanian, Drexel University
8:50 AM
|
Subgroup Identification of Early Preterm Birth (EPTB): Informing a Future Prospective Enrichment Clinical Trial Design
Chuanwu Zhang, University of Kansas Medical Center
9:05 AM
|
Subgroup Analysis of Censored Survival Data on Cancer Treatment
Qing Zhang, Stony Brook University; Hongshik Ahn, Stony Brook University
9:10 AM
|
Semiparametric Temporal Process Regression for Prevalence Modeling of Data Subject to Dependent Censoring
Tianyu Zhan, Biostatistics, University of Michigan; Douglas Earl Schaubel, University of Michigan
9:20 AM
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A Robust Residual-Based Approach for Random Forest Regression
Andrew Sage, Iowa State University; Ulrike Genschel, Iowa State University; Dan Nettleton, Iowa State University
9:20 AM
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A Statistical Method for the Analysis of Multiple ChIP-Seq Data Sets
Pedro Luiz Baldoni, Univ of North Carolina At Chapel Hill; Naim Rashid, University of North Carolina at Chapel Hill; Joseph G Ibrahim, UNC
9:35 AM
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Adaptive Pruning for Random Forests: It Helps
Thomas Loughin, Simon Fraser University; Andrew Henrey, Simon Fraser University
9:35 AM
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Bayesian Regression Models for Group Testing in the Presence of Dilution Effects
Md S. Warasi, Radford University; Timothy Hanson, University of South Carolina; Joshua Tebbs, University of South Carolina
9:35 AM
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Group Fused Multinomial Regression
Brad Price, West Virginia University; Adam Rothman, University of Minnesota; Charles Geyer, University of Minnesota
9:45 AM
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Semiparametric Regression Modeling and Transition-Probability Prediction with Correlated Interval Censored Life-History Data
Daewoo Pak, Michigan State University; Chenxi Li, Michigan State University; David Todem, Michigan State University
9:50 AM
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Building Quantitative Structure?Activity Relationship Models Using Bayesian Additive Regression Trees
Dai Feng, Merck; Matthew Pratola, The Ohio State University; Robert McCulloch, Arizona State University; Vladimir Svetnik, Merck & Co., Inc.
9:50 AM
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Nonparametric Estimation of a Variance Function with Shape Restrictions
Soo Young Kim, Colorado State University; Haonan Wang, Colorado State University; Mary Meyer, Colorado State University
9:50 AM
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Partial Observability with Exchangeable Binary Outcomes
Aniko Szabo, Medical College of Wisconsin; Nicholas DeVogel, Medical College of Wisonsin
9:50 AM
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Time Trend Analysis with Complex Survey Data
Morgan Earp, U.S. Bureau of Labor Statistics; Daniell Toth, US Bureau of Labor Statistics; Polly Phipps, Bureau of Labor Statistics; Charlotte Oslund, Bureau of Labor Statistics
9:55 AM
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Effect Modifications of Blood Lead-Cardiovascular Disease Mortality Association by Time-Related Factors Studied Using NHANES Linked Mortality Files
Yutaka Aoki, National Center for Health Statistics; Jennifer Parker, National Center for Health Statistics
10:05 AM
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MINIMIZING ERROR in MEGA-POLLS: LESSONS from the 2016 ELECTION
Joseph Zappa, Ipsos Public Affairs; Robert Petrin, Ipsos Public Affairs; Kaitlyn McAuliffe, Ipsos Public Affairs
10:10 AM
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Empirical Likelihood Inference for Complex Surveys and the Design-Based Oracle Variable Selection Theory
Changbao Wu, University of Waterloo; Puying Zhao, University of Waterloo; David Haziza, University of Montreal
10:35 AM
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What's Happening in Selective Inference II?
Emmanuel J. Candes, Stanford University
10:35 AM
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Prediction of Pedestrian and Cyclist Accident Rates for City Streets and Intersections
Alex Zolot, HERE; Wanli Cheng, HERE; Rod Megraw, HERE
10:35 AM
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Lagged Kernel Machine Regression for Identifying Time Windows of Susceptibility to Exposures of Complex Metal Mixtures
Shelley Liu, Icahn School of Medicine at Mount Sinai; Jennifer Bobb, Group Health Research Institute; Kyu Ha Lee, The Forsyth Institute; Chris Gennings, Icahn School of Medicine at Mount Sinai; Birgit Claus Henn, Boston University School of Public Health; David Bellinger, Harvard T.H. Chan School of Public Health; Christine Austin, Icahn School of Medicine at Mount Sinai; Lourdes Schnaas, National Institute of Perinatology, Mexico; Martha Tellez-Rojo, National Institute of Public Health, Mexico; Howard Hu, University of Toronto Dalla Lana School of Public Health; Robert Wright, Icahn School of Medicine at Mount Sinai; Manish Arora, Icahn School of Medicine at Mount Sinai; Brent Coull, Harvard T.H. Chan School of Public Health
10:35 AM
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Data Analysis Techniques for Large and Changing Populations
Jason Lee, Johns Hopkins University Applied Physics Laboratory
10:35 AM
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Statistical Disclosure Control via Sufficiency Under the Multiple Linear Regression Model
Martin Klein, U.S. Census Bureau; Gauri Datta, University of Georgia and US Census Bureau
10:35 AM
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Evaluation of a New Approach for Estimating the Number of U.S. Farms
Habtamu Benecha, USDA National Agricultural Statistics Service; Denise A Abreu, USDA/NASS; Linda J. Young, USDA National Agricultural Statistics Service
10:35 AM
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Identifying Individuals with Anterior Cruciate Ligament Injury Through Spectral and Linear Discriminant Analyzes
Kristin Morgan, University of Connecticut; Carolyn Bradshaw Morgan, MECK Limited,LLC; Heather Bush, University of Kentucky; Brian Noehren, University of Kentucky
10:35 AM
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Decorrelation of Covariates for High-Dimensional Sparse Regression
Yuan Ke, Princeton University; Jianqing Fan, Princeton University; Kaizheng Wang, Princeton University
10:50 AM
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Informing a Risk Prediction Model for Binary Outcomes with External Coefficient Information
Wenting Cheng, Department of Biostatistics, University of Michigan, Ann Arbor; Jeremy M. G. Taylor, University of Michigan; Bhramar Mukherjee, Department of Biostatistics, University of Michigan, Ann Arbor
10:55 AM
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Analysis of dimension reduction in Gaussian process regression
Minyong Lee, Stanford University; Art Owen, Stanford University
11:00 AM
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Discriminative Power and Variable Selection in Logistic Regression Models under Outcome Misspecification
Jia Bao, NYU Langone Medical Center; Yongzhao Shao, New York University-School of Medicine
11:05 AM
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Bayesian Spatial Tensor Regression for Neuroimages
Hossein Rekabdarkolaee; Montserrat Fuentes, Virginia Commonwealth University
11:05 AM
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From Functional Data to Random Objects
Hans-Georg G Müller, University of California, Davis
11:15 AM
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Properties of Logistic Regression Estimates of Team Strengths in Sports
Richard Auer, Loyola University Maryland; Jennifer Roem, Johns Hopkins Bloomberg School of Public Health
11:20 AM
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Bayesian High-Dimensional Linear Regression Under the Model Misspecification
Kyoungjae Lee, The University of Notre Dame; Minwoo Chae, The University of Texas at Austin; Lizhen Lin, The University of Notre Dame
11:20 AM
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Regret Bounds for Adaptive Control of Linear Quadratic Systems
Mohamad Kazem Shirani Faradonbeh, University of Michigan; Ambuj Tewari, University of Michigan; George Michailidis, University of Florida
11:25 AM
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A Score Test for Over-Dispersion in Marginalized Zero-Inflated Poisson Regression Models
Gul Inan, Middle East Technical University; John Preisser, University of North Carolina-Chapel Hill; Kalyan Das, University of Calcutta
11:35 AM
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Bayesian Longitudinal Low-Rank Regression Models for Imaging Genetic Data from Longitudinal Studies
Zhaohua Lu, St Jude Children's Research Hospital; Zakaria Khondke, University of North Carolina at Chapel Hill; Joseph G Ibrahim, UNC; Hongtu Zhu, The University of Texas MD Anderson Cancer Center
11:35 AM
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Detecting Discontinuities in a Regression Curve
Cidambi Srinivasan, University of Kentucky; Sisheng Liu, University of Kentucky; Richard Charnigo, University of Kentucky
11:35 AM
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Analytics for Fantasy Basketball II
George Recck, Babson College
11:35 AM
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Comparing Cross Validation Methods for Penalized Cox Regression
Biyue Dai, University of Iowa; Patrick Breheny, University of Iowa
11:50 AM
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Validation of Early Functional Change Based Prognostic Groups in Predicting Long Term Depression Outcomes: Findings from COMED Trial
Abu Minhajuddin, University of Texas Southwestern-Medical Center At Dallas; Manish K Jha, University of Texas Southwestern Medical Center; Madhukar Trivedi, University of Texas Southwestern Medical Center
12:05 PM
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Bayesian Regression with Proximal Algorithm
Lei Sun, University of Chicago; Nicholas Polson, University of Chicago
12:05 PM
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CUSUM-Based Algorithm for Segmentation of Noisy Images with an Application to Optical Coherence Refractometry
John Lu, NIST; Jeeseong Hwang, NIST; Hong Chen, Baruch College, the City University of New York
12:05 PM
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Restricted Multinomial Regression for a Triple-System Estimation with List Dependence
Luca Sartore, National Institute of Statistical Sciences; Habtamu Benecha, USDA National Agricultural Statistics Service; Kelly Toppin, National Agricultural Statistics Service; Clifford Spiegelman, Texas A&M University
12:05 PM
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Empirical Bayes Methods for Penalized Regression: Estimation for Noisy Matrices/Tensors Without Replicates and Penalized Regression with Unknown Norm Penalty
Maryclare Griffin; Peter Hoff, Duke University
12:05 PM
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Regularized Estimation in Sparse Multivariate Regression for High-Dimensional DNA Methylation Data
Lei Liu, Northwestern University; Haixiang Zhang, Tianjin University; Grace Yoon, Northwestern University; Yinan Zheng, Northwestern University; Lifang Hou, Northwestern University; Wei Zhang, Northwestern University; Andrea Baccarelli, Columbia University
2:05 PM
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Regression Analysis of Multivariate Interval-Censored Failure Time Data Under Frailty Probit Models
Yifan Zhang, University of South Carolina; Lianming Wang, University of South Carolina
2:05 PM
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Semiparametric Single Index Regression Models for Censored Outcomes
Jin Wang, UNC Chapel Hill; Donglin Zeng, University of North Carolina; Danyu Lin, University of North Carolina
2:20 PM
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Differential Private Sign and Significance for Regression Coefficients
Andres Felipe Barrientos, Duke University; Jerry Reiter, Department of Statistical Science, Duke University; Ashwin Machanavajjhala, Duke University; Yan Chen, Duke University
2:30 PM
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Post-Model Selection Estimation for Regression Models with Spatial Autoregressive Errors
Tapabrata Maiti, Michigan State University; Liqian Cai, Liberty Mutual
2:35 PM
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Estimating the Impact of Budget Cuts on Operational Readiness Using Logistic Regression
Maryann Shane
2:45 PM
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Doubly Robust Regression Analysis for Data Fusion
Katherine Evans; James Robins, Harvard University; Eric Tchetgen Tchetgen, Harvard University
3:05 PM
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Preliminary Test Estimation and Shrinkage Estimation for Reduced Rank Regression in Cancer Epidemiology Studies
Jaya Satagopan, Memorial Sloan Kettering Cancer Center
3:05 PM
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Robust Hierarchical Bayes Small Area Estimation
Gauri Datta, University of Georgia and US Census Bureau; Adrijo Chakraborty, NORC at the University of Chicago; Abhyuday Mandal, University of Georgia
3:05 PM
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A New Perspective on Boosting in Linear Regression via Modern Optimization
Rahul Mazumder, Massachusetts Institute of Technology; Robert Freund, Massachusetts Institute of Technology; Paul Grigas, University of California, Berkeley
3:20 PM
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Semiparametric Varying-Coefficient Nonlinear Regression for Interactions in Multifactor ANOVA Models with Unbalanced or Single Replications
Yumin Huang, Tunghai University
3:20 PM
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Variable Selection for the Dynamic Logistic Regression Model
Jordan Bakerman, North Carolina State University; Karl Pazdernik, North Carolina State University; Alyson Wilson, North Carolina State University
3:25 PM
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Predictive Inference for Regression
Maxwell Grazier G'Sell, Carnegie Mellon University
3:25 PM
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Semiparametric Regression Analysis of Multiple Interval-Censored and Right-Censored Events
Fei Gao, University of North Carolina; Donglin Zeng, University of North Carolina; Danyu Lin, University of North Carolina
3:35 PM
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Thursday, 08/03/2017
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What's Happening in Selective Inference III?
Emmanuel J. Candes, Stanford University
8:35 AM
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Hurdle Models for Residential Solar Photovoltaic Systems Installations
Janice Lent, U.S. Energy Information Administration
8:35 AM
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Imputation of Ordinal Data in the Agricultural Resource Management Survey Using Bayesian Methods
Christopher Burns, USDA-Economic Research Service; Sujit K Ghosh, North Carolina State University; Daniel Prager, USDA-Economic Research Service; Li Zhang, George Mason University
8:35 AM
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Variable Selection in Bayesian Kernel Machine Models and Its Applications
Sounak Chakraborty, University of Missouri, Columbia
8:35 AM
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Assessing Reproducibility of Hi-C Chromatin Loops Using Irreproducible Discovery Rate Regression
Qunhua Li; Feipeng Zhang, Penn State University; Tao Yang, Penn State University
8:35 AM
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Dynamic Prediction Intervals for Functional Data
Nicholas Rios, Montclair State University; Andrada E. Ivanescu, Montclair State University, Department of Mathematical Sciences
8:35 AM
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Bayesian Variable Selection for Linear Regression Models with Non-Normal Error Distributions
Joyee Ghosh, University of Iowa
9:05 AM
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Additive Logistic Model with Stochastic Macro-Economic Covariates for Corporate Bankruptcy Prediction
Xiaorui Zhu, University of Cincinnati, Lindner College of Business; Yan Yu, University of Cincinnati; Shaonan Tian, San Jose State University
9:05 AM
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Beats, Rhymes, Life, and Text Analysis: Analyzing the Lyrics of a Tribe Called Quest
Clayton Barker, SAS Institute
9:05 AM
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Identification of Outliers in Dynamic Functional Regression for Child Growth Studies
Andrada E. Ivanescu, Montclair State University, Department of Mathematical Sciences; Ciprian M Crainiceanu, Johns Hopkins University; William Checkley, Johns Hopkins University
9:15 AM
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Maximum Likelihood-Based Regression with a Continuous Exposure Variable Assessed in Pools and Subject to Measurement and Processing Errors
Dane Van Domelen, Rollins School of Public Health, Emory University; Emily Mitchell, Agency for Healthcare Research and Quality; Amita Manatunga, Emory University; Robert H Lyles, Rollins School of Public Health, Emory University; Enrique F Schisterman, Eunice Kennedy Shriver National Institute of Child Health and Human Development
9:35 AM
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Bayesian Sparse Multiple Regression for Simultaneous Rank Reduction and Variable Selection
Antik Chakraborty, Texas A&M University; Anirban Bhattacharya, Texas A&M University; Bani K. Mallick, Texas A&M University
9:35 AM
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Quantile Regression with Nominated Samples: An Application to a BMD Cohort Study
Mohammad Jafari Jozani, University of Manitoba; Ayilara Olawale Fatai, University of Manitoba
9:55 AM
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On Estimation of Regression Parameters with Current Status Data
Kim Hendrickx, Hasselt University; Piet Groeneboom, Delft University of Technology
10:35 AM
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Bayesian Nonparametric Monotone Regression of Dynamic Latent Traits in Item Response Models
Yang Liu, University of Connecticut; Xiaojing Wang, University of Connecticut
10:35 AM
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An MM Algorithm for Split Feasibility Problems
Jason Xu, UCLA; Eric Chi, North Carolina State University; Meng Yang, North Carolina State University; Kenneth Lange, UCLA
10:35 AM
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Using Lasso Regression for the Selection of Matching Variables to Analyze Crash Risk in SHRP 2 Data for a Case-Control Setting
Huizhong Guo; Linda Ng Boyle, University of Washington
10:35 AM
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Comparing Spatial Regression to Random Forests for Large Environmental Data Sets
Eric Fox, US EPA, Western Ecology Division; Jay Ver Hoef, NOAA, National Marine Mammal Laboratory; Anthony Olsen, US EPA, Western Ecology Division
10:50 AM
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Bayesian Finite Population Inference for Skewed Survey Data Using Skew-Normal Penalized-Spline Regression
Qixuan Chen, Columbia University; Yutao Liu, Columbia University
11:05 AM
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Spatial Regression Models on Water Criticality Index in the Upperstream Citarum Watershed, Indonesia
Yekti Widyaningsih, Universitas Indonesia
11:05 AM
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Using the Random Forest Model to Mitigate Nonresponse Bias
Thagendra Timsina
11:05 AM
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Model Assessment on Longitudinal Binary Data with Time-Dependent Covariates
Tan Li, Florida International University; Katrina INTERNATIONAL Epnere, Florida International University
11:05 AM
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Continuous Time Causal Mediation Analysis for Longitudinal Data
Jeffrey Albert, Case Western Reserve University
11:15 AM
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Empirical Bayes Model Averaging with Influential Observations
Christopher Hans, The Ohio State University; Mario Peruggia, The Ohio State University; Junyan Wang, The Ohio State University
11:25 AM
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Bayesian Modeling for Weighting Adjustment and Inference in Sample Surveys
Yajuan Si, University of Wisconsin-Madison
11:35 AM
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A Finite Mixture Model Approach to Regression Under Covariate Misclassification
Jingyu He; P. Richard Hahn, University of Chicago Booth School of Business; Michelle Xia, Northern Illinois University
11:35 AM
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The Adaptive "learn-As-You-Go" Design for Multi-Stage Intervention Studies
Daniel Nevo, Harvard T.H. Chan School of Public Health; Judith Lok, Harvard T H Chan School of Public Health; Donna Spiegelman, Harvard T.H. Chan School of Public Health
11:35 AM
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Beta Regression for Modeling the ROC as a Function of Continuous Covariates
Sarah Stanley, Baylor University; Jack Tubbs, Baylor University
11:50 AM
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INFERENCE for a NONPARAMETRIC MODEL WITHOUT NONPARAMETRIC ESTIMATION
Richard Charnigo, University of Kentucky; Cidambi Srinivasan, University of Kentucky
11:50 AM
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Statistical Design and Analysis for Plant Cover Studies with Multiple Sources of Observation Errors
Wilson Wright, US Geological Survey; Kathi Irvine, US Geological Survey; Jeffrey Warren, US Fish and Wildlife Service; Jenny Barnett, US Fish and Wildlife Service
11:50 AM
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A Large-Scale Genome-Wide Enrichment Analysis Identifies New Trait-Associated Genes, Pathways and Tissues Across 31 Human Phenotypes
Xiang Zhu, University of Chicago; Matthew Stephens, University of Chicago
12:05 PM
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