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Keyword Search Criteria: regression returned 373 record(s)
Sunday, 07/30/2017
IMs for IVs: An Inferential Model Approach to Instrumental Variable Regression
Nicholas Aaron Syring, NCSU; Ryan Martin, NCSU


Approximate Message Passing Algorithms for High-Dimensional Regression
Cynthia Rush, Columbia University


Predicting Phenotypes from Microarrays Using Amplified, Initially Marginal, Eigenvector Regression
Lei Ding, Indiana University; Daniel J. McDonald, Indiana University


Bayesian Causal Forests
Richard Hahn, University of Chicago; Jared S Murray, Carnegie Mellon University; Carlos Carvalho, University of Texas at Austin
2:05 PM

ROS Regression: Integrating Regularization with Optimal Scaling for Predictive Modeling of High-Dimensional Data
Jacqueline J Meulman, Leiden University
2:05 PM

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

Model Validation and Influence Diagnostics for Regression Models with Missing Covariates
Paul Bernhardt, Villanova University
2:20 PM

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

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

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

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

Comparing Correlated Component Regression with Lasso for Variable Selection in Logistic Regression with High-Dimensional Data
Jay Magidson, Statistical innovations
2:30 PM

Semiparametric Approaches to Bayesian Inference in Binary Instrumental Variable Models
Jared S Murray, Carnegie Mellon University
2:35 PM

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

Statistical Analysis with Linked Data
Ying Han, University of Maryland, College Park; Partha Lahiri, University of Maryland, College Park
2:35 PM

Scalable Bayesian Learning for Sparse Logistic Models
Xichen Huang; Feng Liang, University of Illinois at Urbana Champaign
2:45 PM

Functional Regression for Combining Remote Sensing and In-Situ Data
Meredith Franklin
2:45 PM

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

Functional Autoregression for Sparsely Sampled Data
Daniel Kowal, Cornell University; David S Matteson, Cornell University; David Ruppert, Cornell University
2:50 PM

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

A Smoothed Monotonic Regression via L2 Regularization
Oleg Sysoev, Linkoping University; Oleg Burdakov, Linkoping University
3:05 PM

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

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

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

Slope Meets Lasso in Sparse Linear Regression
Pierre Bellec, Rutgers University
3:25 PM

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

Leveraging Algorithms for Super-Large Sample Logistic Regression
Ping Ma, University of Georgia
4:05 PM

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

Probing the Association Between the Magnetic Dip Poles and Climate Change Using Indicator Variable Regression
Lewis Shoemaker, Millersville University of Pennsylvania
4:05 PM

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

Model-Assisted Estimation with Regression Trees
Kelly McConville, Swarthmore College; Daniell Toth, US Bureau of Labor Statistics
4:05 PM

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

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

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

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

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

Large Scale Multivariate CAR Modeling
Robert Lund, Clemson University; Christopher McMahan, Clemson University; Yan Liu, Clemson University
4:30 PM

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

Valid Stepwise Regression
Kory Johnson, University of Vienna; Dean Foster, Amazon; Robert Stine, University of Pennsylvania
4:35 PM

A Non-Parametric Bayesian Approach for Indictor Kriging and Its Application in Disease Etiology
Nong Shang, CDC
4:35 PM

Recursive Partition Split Selection Using a Permutation Test for Complex Sample Data
Daniell Toth, U.S. Bureau of Labor Statistics
4:45 PM

Censoring Unbiased Regression Trees and Ensembles
Robert Strawderman, University of Rochester
4:55 PM

Using Bayesian Methods to Rank Cases Based on Response Propensity During Data Collection
James Wagner, University of Michigan
5:05 PM

Frequency Matched Case-Control Data Analysis: Unconditional or Conditional Logistic Regression?
Chia-Ling Kuo, UCONN Health; Yinghui Duan, UCONN Health
5:05 PM

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

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

Urban Analytics Using Tree Models
Shane Jensen, The Wharton School, University of Pennsylvania
5:20 PM

T. W. Anderson's Contributions to Time Series
Soren Johansen, University of Copenhagen
5:20 PM

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

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

Finite Sample Breakdown Point for Sliced Inverse Regression
Ulrike Genschel, Iowa State University
5:20 PM

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

Bayesian Regression Using an Approximated Solution to the Penalized Least Squares Minimization Problem
Eduardo Trujillo Rivera
5:25 PM

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

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

Neighborhood Selection for Gaussian Graphical Model with Vecotr-Valued Nodes
Yanzhen Deng
5:35 PM

Monday, 07/31/2017
Mixture DOE Approach for Weights Optimization in Regression Ensembles
Stanislav Zakharkin, PepsiCo


Ordinal Logistic Regression Model for the Masters Golf Tournament
Erik Heiny, Utah Valley University; Cody Frisby, Utah Valley University


Parametric and Nonparametric Approaches for Tumor Growth Data
Bingsong Zhang, Georgetown University; Valeriy Korostyshevskiy, Georgetown University


Optimal Variable Selection in Regression Models
Jie Ding, Harvard; Vahid Tarokh, Harvard; Yuhong Yang, University of Minnesota


Variable Selection and Penalized Regression Methods for Clinical Projects: Practical Issues
Anne Eaton; Mithat Gönen, Memorial Sloan Kettering Cancer Center


Semiparametric Bayes' Proportional Odds Models for Arbitrarily Censored Failure Time Data
Lu Wang, University of South Carolina; Lianming Wang, University of South Carolina


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


Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare


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


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


Analysis of the Australian Election Study Using Bayesian Quantile Regression Models
Charles Au, University of Sydney; S. T. Boris Choy, University of Sydney


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


Bayesian Estimation and Uncertainty Quantification in Differential Equation Models
Prithwish Bhaumik, Quantifind Inc.


Correlating Alcohol and Tobacco Use with Socio-Economic Status and Human Capital Investment
Dooti Roy, University of Connecticut; Bibaswan Chatterjee, University of Buffalo


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


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


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


CE-Based Consumer Expenditure Behaviors Study
Zhicong Zhao, Mississippi State University; Fuyuan Li, George Washington University


Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco


Deep Learning Econometrics
Guanhao Feng; Nicholas Polson, University of Chicago; Jianeng Xu, University of Chicago


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


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


Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University


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


Multivariate logistic regression analysis for multiple-infection group testing data
Juexin Lin, University of South Carolina; Dewei Wang, University of South Carolina


Embracing Blessing of Massive Scale in Big Data
Guang Cheng, Purdue; Stanislav Volgushev, Univ of Toronto; Shih-Kang Chao, Purdue
8:35 AM

Bayesian Regression Modeling with the Tilted Beta Distribution
Eugene Hahn, Salisbury University
8:35 AM

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

Uncertainty Quantification for Network Regression
Frank W Marrs, Colorado State University; Bailey Fosdick, Colorado State University; Tyler McCormick, University of Washington
8:35 AM

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

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

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

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

Empirical Bayes Analysis of Relevance Vector Machines
Anand Dixit, Iowa State University; Vivekananda Roy, Iowa State University
8:50 AM

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

Oracle Inequalities for the Dynamic Stochastic Block Model and Time-Dependent Graphon
Marianna Pensky, University of Central Florida
9:00 AM

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

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

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

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

Data-Driven Penalization for High-Dimensional Regression and Classification Using External Covariates
Britta Velten, EMBL Heidelberg; Wolfgang Huber, EMBL Heidelberg
9:15 AM

Varying-Coefficient Models for Dynamic Networks
Jihui Lee, Columbia University; Gen Li, Columbia University; James D. Wilson, University of San Francisco
9:15 AM

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

Model Uncertainty: Conservative Propagation Through Polynomial Regressions with Unknown Structure
Scott Ferson, Insitute for Risk and Uncertainty, University of Liverpool
9:15 AM

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

Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
9:20 AM

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

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

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

Empirical Bayes Learning from Co-Data in High-Dimensional Prediction Settings
Mark Van De Wiel, VU University medical center
9:35 AM

SVM-CART for Disease Classification
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan; Brian Callaghan, University of Michigan
9:35 AM

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

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

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

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

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

Time Series Model Fitting and Regularization Methods
Soumendra N Lahiri, North Carolina State University
9:50 AM

Study of Spatiotemporal patterns and trends of extreme precipitation indices in south east USA using quantile regression
Bhikhari Tharu
9:50 AM

Optimal Design of Experiments with the Observation Censoring Driven by Random Enrollment of Subjects
Xiaoqiang Xue; Valerii Fedorov, ICONplc
9:50 AM

Bayesian Estimation and Uncertainty Quantification in Differential Equation Models
Prithwish Bhaumik, Quantifind Inc.
9:55 AM

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

Selected Model Averaging in High-Dimensional Linear Regression
Craig Rolling, Saint Louis University; Yongli Zhang, University of Oregon
10:05 AM

Partial Rank Regression Models with Penalized Warped Wavelets
Eddy Kwessi, Trinity University
10:05 AM

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

Posterior Concentration for Bayesian Regression Trees and their Ensembles
Veronika Rockova, University of Chicago; Stephanie van der Pas, Leiden University
10:35 AM

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

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

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

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

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

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

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

Large-P Small-N Nonparametric Regression and Additive-Interactive Response Functions
Surya T Tokdar, Duke University
11:00 AM

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

Gaussian Processes for Individualized Continuous Treatment Rule Estimation
Pavel Shvechikov, Higher School of Economics; Evgeniy Riabenko, Higher School of Economics
11:05 AM

Automatic Forecasting of Hourly Electricity Demand with a Computationally Efficient Semiparametric Time Series Model
Jun Liu, Georgia Southern University
11:05 AM

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

Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
11:10 AM

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

Linear Modal Regression with Errors in Variables
Xiang Li, University of South Carolina; Xianzheng Huang, University of South Carolina
11:20 AM

Regression Analysis of Interval-Censored Failure Time Data in the Presence of Informative Censoring
(Tony) Jinaguo Sun, University of Missouri
11:35 AM

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

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

Deep Learning Econometrics
Guanhao Feng; Nicholas Polson, University of Chicago; Jianeng Xu, University of Chicago
11:50 AM

An Adaptive Approach to Dimension Reduction
Qin Wang, Virginia Commonwealth University
11:55 AM

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

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

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

Teaching Logistic Regression Using Ordinary Least Squares in Excel
Milo Schield, Augsburg College
12:05 PM

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

An Effecient Method for Quantile Regression
Mei Ling Huang, Brock University; Ramona Rat, Brock University; Wai Kong Yuen, Brock University
2:05 PM

SPARSE LOW-RANK TENSOR RESPONSE REGRESSION
Will Wei Sun, University of Miami; Lexin Li, University of California at Berkeley
2:30 PM

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

On Mitigating the Analytical Limitations of Paired Experiments
Colin Fogarty, MIT Sloan School of Management
2:35 PM

Bayesian Analysis of Explosive Safety Scenarios
David Collins; Eric M. Heatwole, Los Alamos National Laboratory
2:35 PM

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

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

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

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

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

Interval Confidence Distributions for Tracking the North Korean 'Regression'
Robert Shumway, Univ Of California
3:20 PM

Weather Adjustment of Economic Data - Beyond Seasonal Adjustment
Steve Matthews, Statistics Canada; Zdenek Patak, Statistics Canada
3:20 PM

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

Tuesday, 08/01/2017
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


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


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


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


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


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


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


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


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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Adaptive Pruning for Random Forests: It Helps
Thomas Loughin, Simon Fraser University; Andrew Henrey, Simon Fraser University
9:35 AM

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

Group Fused Multinomial Regression
Brad Price, West Virginia University; Adam Rothman, University of Minnesota; Charles Geyer, University of Minnesota
9:45 AM

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

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

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

Partial Observability with Exchangeable Binary Outcomes
Aniko Szabo, Medical College of Wisconsin; Nicholas DeVogel, Medical College of Wisonsin
9:50 AM

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

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

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

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

What's Happening in Selective Inference II?
Emmanuel J. Candes, Stanford University
10:35 AM

Prediction of Pedestrian and Cyclist Accident Rates for City Streets and Intersections
Alex Zolot, HERE; Wanli Cheng, HERE; Rod Megraw, HERE
10:35 AM

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

Data Analysis Techniques for Large and Changing Populations
Jason Lee, Johns Hopkins University Applied Physics Laboratory
10:35 AM

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

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

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

Decorrelation of Covariates for High-Dimensional Sparse Regression
Yuan Ke, Princeton University; Jianqing Fan, Princeton University; Kaizheng Wang, Princeton University
10:50 AM

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

Analysis of dimension reduction in Gaussian process regression
Minyong Lee, Stanford University; Art Owen, Stanford University
11:00 AM

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

Bayesian Spatial Tensor Regression for Neuroimages
Hossein Rekabdarkolaee; Montserrat Fuentes, Virginia Commonwealth University
11:05 AM

From Functional Data to Random Objects
Hans-Georg G Müller, University of California, Davis
11:15 AM

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

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

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

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

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

Detecting Discontinuities in a Regression Curve
Cidambi Srinivasan, University of Kentucky; Sisheng Liu, University of Kentucky; Richard Charnigo, University of Kentucky
11:35 AM

Analytics for Fantasy Basketball II
George Recck, Babson College
11:35 AM

Comparing Cross Validation Methods for Penalized Cox Regression
Biyue Dai, University of Iowa; Patrick Breheny, University of Iowa
11:50 AM

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

Bayesian Regression with Proximal Algorithm
Lei Sun, University of Chicago; Nicholas Polson, University of Chicago
12:05 PM

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

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

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

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

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

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

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

Post-Model Selection Estimation for Regression Models with Spatial Autoregressive Errors
Tapabrata Maiti, Michigan State University; Liqian Cai, Liberty Mutual
2:35 PM

Estimating the Impact of Budget Cuts on Operational Readiness Using Logistic Regression
Maryann Shane
2:45 PM

Doubly Robust Regression Analysis for Data Fusion
Katherine Evans; James Robins, Harvard University; Eric Tchetgen Tchetgen, Harvard University
3:05 PM

Preliminary Test Estimation and Shrinkage Estimation for Reduced Rank Regression in Cancer Epidemiology Studies
Jaya Satagopan, Memorial Sloan Kettering Cancer Center
3:05 PM

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

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

Semiparametric Varying-Coefficient Nonlinear Regression for Interactions in Multifactor ANOVA Models with Unbalanced or Single Replications
Yumin Huang, Tunghai University
3:20 PM

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

Predictive Inference for Regression
Maxwell Grazier G'Sell, Carnegie Mellon University
3:25 PM

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

Thursday, 08/03/2017
What's Happening in Selective Inference III?
Emmanuel J. Candes, Stanford University
8:35 AM

Hurdle Models for Residential Solar Photovoltaic Systems Installations
Janice Lent, U.S. Energy Information Administration
8:35 AM

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

Variable Selection in Bayesian Kernel Machine Models and Its Applications
Sounak Chakraborty, University of Missouri, Columbia
8:35 AM

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

Dynamic Prediction Intervals for Functional Data
Nicholas Rios, Montclair State University; Andrada E. Ivanescu, Montclair State University, Department of Mathematical Sciences
8:35 AM

Bayesian Variable Selection for Linear Regression Models with Non-Normal Error Distributions
Joyee Ghosh, University of Iowa
9:05 AM

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

Beats, Rhymes, Life, and Text Analysis: Analyzing the Lyrics of a Tribe Called Quest
Clayton Barker, SAS Institute
9:05 AM

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

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

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

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

On Estimation of Regression Parameters with Current Status Data
Kim Hendrickx, Hasselt University; Piet Groeneboom, Delft University of Technology
10:35 AM

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

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

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

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

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

Spatial Regression Models on Water Criticality Index in the Upperstream Citarum Watershed, Indonesia
Yekti Widyaningsih, Universitas Indonesia
11:05 AM

Using the Random Forest Model to Mitigate Nonresponse Bias
Thagendra Timsina
11:05 AM

Model Assessment on Longitudinal Binary Data with Time-Dependent Covariates
Tan Li, Florida International University; Katrina INTERNATIONAL Epnere, Florida International University
11:05 AM

Continuous Time Causal Mediation Analysis for Longitudinal Data
Jeffrey Albert, Case Western Reserve University
11:15 AM

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

Bayesian Modeling for Weighting Adjustment and Inference in Sample Surveys
Yajuan Si, University of Wisconsin-Madison
11:35 AM

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

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

Beta Regression for Modeling the ROC as a Function of Continuous Covariates
Sarah Stanley, Baylor University; Jack Tubbs, Baylor University
11:50 AM

INFERENCE for a NONPARAMETRIC MODEL WITHOUT NONPARAMETRIC ESTIMATION
Richard Charnigo, University of Kentucky; Cidambi Srinivasan, University of Kentucky
11:50 AM

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

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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