Keyword Search
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Keyword Search Criteria: Parametric returned 267 record(s)
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Sunday, 07/28/2019
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Nonparametric Anomaly Detection on Time Series of Graphs
Dorcas Ofori-Boateng
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Bayesian Semiparametric ROC Surface Estimation Under Verification Bias
Rui Zhu, North Carolina State University; Subhashis Ghosal, North Carolina State University
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Faint Galaxies Detection: An Example of Guided Follow-Up with Imbalanced Data Sets
Niccolo Dalmasso, Carnegie Mellon University; Ann B. Lee, Carnegie Mellon University; Rafael Izbicki, Federal University of Sao Carlos
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The Computational Performance of Machine Learning Methods in The Success Prediction of Kickstarter Campaigns
Michael Oduro-Safo, University of Northern Colorado; Han Yu, University of Northern Colorado
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Weighted Regression with Covariates Derived from Discrepancies Between High-Dimensional Predictors
Lucia Tabacu, Old Dominion University; Andrew Leroux, JHU; Ciprian Crainiceanu, Johns Hopkins University
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Mediation Analysis with a Censored Mediator in a Case–control Study
Jian Wang, UT MD Anderson Cancer Center; Jing Ning, The University of Texas MD Anderson Cancer Center; Sanjay Shete, UT MD Anderson Cancer Center
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Causal Mediation Analysis Using Gradient Boosting Machines: Developing Methods and Software
Brian G. Vegetabile, RAND Corporation; Donna L. Coffman, Temple University; Daniel F. McCaffrey, Educational Testing Service
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Comparing the Performance of Machine Learning and Semiparametric Regression Methods for Prediction of Travel Times and Flows on Urban Mass Transit Systems
Daniel Graham, Imperial College London
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Semiparametric Estimation of Continuous-Time Structural Failure Time Model
Shu Yang, North Carolina State University
2:05 PM
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Nonparametric Model for a Tensor Field Based on HARDI
Lyudmila Sakhanenko, Michigan State University; Michael DeLaura, Michigan State University; David Zhu, Michigan State University
2:05 PM
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Flexible Bayesian Semiparametric Designs for Dose-Finding with Multiple Populations
Jianchang Lin, Takeda Pharmaceuticals; Mo Li, Yale University; Rachael Liu, Takeda Pharmaceuticals ; Veronica Bunn, Takeda Pharmaceuticals; Hongyu Zhao, Yale
2:05 PM
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Randomized Allocation with Nonparametric Estimation for Contextual Multi-Armed Bandits with Delayed Rewards
Sakshi Arya, University of Minnesota; Yuhong Yang, University of Minnesota
2:20 PM
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Nonparametric Conditional Density Estimation for Pooled Biomarker Data
Dewei Wang, University of South Carolina; Xichen Hou, University of South Carolina; Joshua Tebbs, University of South Carolina
2:20 PM
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Faint Galaxies Detection: An Example of Guided Follow-Up with Imbalanced Data Sets
Niccolo Dalmasso, Carnegie Mellon University; Ann B. Lee, Carnegie Mellon University; Rafael Izbicki, Federal University of Sao Carlos
2:25 PM
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Bayesian Tree Models for Continuous Treatment Effects
Jared S Murray, University of Texas at Austin
2:25 PM
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Mediation Analysis with a Censored Mediator in a Case–control Study
Jian Wang, UT MD Anderson Cancer Center; Jing Ning, The University of Texas MD Anderson Cancer Center; Sanjay Shete, UT MD Anderson Cancer Center
2:30 PM
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Comparing the Performance of Machine Learning and Semiparametric Regression Methods for Prediction of Travel Times and Flows on Urban Mass Transit Systems
Daniel Graham, Imperial College London
2:30 PM
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Simultaneous Confidence Corridors for Mean Functions in Functional Data Analysis of Imaging Data
Yueying Wang, Iowa State University; Guannan Wang, College of William and Mary; Li Wang, Iowa State University; Todd Ogden, Columbia University
2:35 PM
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A Cluster-Adjusted Rank-Based Test for a Clinical Trial Concerning Multiple Endpoints with Application to Dietary Intervention Assessment
Aiyi Liu, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH; Wei Zhang, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH; Larry Tang, George Mason University; Qizhai Li, Academy of Mathematics and Systems Science, Chinese Academy of Science
2:50 PM
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A New Contextual Multi-Armed Bandit Algorithm for Semiparametric Reward Model.
Gi-Soo Kim, Seoul National University; Myunghee Cho Paik, Seoul National University
2:55 PM
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Semiparametric Elastic Shape Bootstrap Regions
Justin Strait, University of Georgia
3:05 PM
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A Fully Robust Procedure for Subgroup Inference
Ao Yuan; Anqi Yin, Georgetown University; Ming T Tan, Georgetown University
3:05 PM
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Nonparametric Survival Analysis with Dirichlet Processes Mixtures and Heteroskedastic Bayesian Additive Regression Trees
Rodney Sparapani, Medical College of Wisconsin; Robert McCulloch, Arizona State University; Matthew Pratola; Brent R. Logan, Medical College of Wisconsin; Prakash Laud, Medical College of Wisconsin
3:05 PM
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Weighted Regression with Covariates Derived from Discrepancies Between High-Dimensional Predictors
Lucia Tabacu, Old Dominion University; Andrew Leroux, JHU; Ciprian Crainiceanu, Johns Hopkins University
3:05 PM
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Measuring Causal Impacts on Multifaceted Outcomes with Missingness, with an Application to Welfare Impacts of Mobile Credit
Jacqueline Mauro; Joshua Blumenstock, University of California Berkeley; Katherine Yen, UC Berkeley; Andrew Linxie, UC Berkeley
3:20 PM
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A Semiparametric Bayesian Spatiotemporal Model for Extreme Value Analysis with Big Data
Arnab Hazra, King Abdullah University of Science and Technology; Raphaël Huser, King Abdullah University of Science and Technology
3:20 PM
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A Unified Treatment of Posterior Asymptotics in Sparse Regression Models
Seonghyun Jeong, North Carolina State University; Subhashis Ghosal, North Carolina State University
3:20 PM
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Model Misspecification and Familial Null Hypotheses
Steve MacEachern, The Ohio State University
3:25 PM
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Bayesian Semiparametric ROC Surface Estimation Under Verification Bias
Rui Zhu, North Carolina State University; Subhashis Ghosal, North Carolina State University
3:30 PM
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Causal Mediation Analysis Using Gradient Boosting Machines: Developing Methods and Software
Brian G. Vegetabile, RAND Corporation; Donna L. Coffman, Temple University; Daniel F. McCaffrey, Educational Testing Service
3:30 PM
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Lower Bounds for Accuracy of Estimation in High Angular Resolution Diffusion Imaging Data
Chitrak Banerjee, Michigan State University; Lyudmila Sakhanenko, Michigan State University
3:35 PM
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Nonparametric Regression with Responses Missing Not at Random
Dipnil Chakraborty, The University of Texas at Dallas; Sam Efromovich, The University of Texas at Dallas
3:35 PM
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On Statistical Thinking in Deep Learning
Yee Whye Teh, University of Oxford
4:05 PM
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A Fast Score Test for Generalized Mixture Models
Rui Duan, University of Pennsylvania; Yang Ning, Cornell University; Shuang Wang, Columbia University; Bruce Lindsay, Pennsylvania State University; Raymond J. Carroll, Texas A & M University; Yong Chen, University of Pennsylvania
4:05 PM
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Efficient Nonparametric Estimation of Population Size from Incomplete Lists
Manjari Das, Carnegie Mellon University; Edward Kennedy, Carnegie Mellon University
4:05 PM
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Semiparametric Spatial Mixed Effects Change Points Single Index Model
Hamdy F. F. Mahmoud, Virginia Tech; Inyoung Kim, Virginia Tech
4:20 PM
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Nonparametric Estimation and Testing for Positively Quadrant Dependent Copula
Lu Lu, North Carolina State University; Sujit Ghosh, North Carolina State Univ.
4:35 PM
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Assessing How a Household Survey Is Perceived by Respondents
Daniel Yang, U.S. Bureau of Labor Statistics
4:45 PM
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Double Deep Learning for Adjusting Complex Confounding Structures
Xinlei Mi, Columbia University
4:50 PM
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Mediation Analysis via Copula Structural Equation Models for Variables of Mixed Types
Peter X.K. Song , School of Public Health, University of Michigan ; Wei Hao, University of Michigan
5:05 PM
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Nonparametric Bayes Estimation of the Reliability Function of a Coherent System
AKM Fazlur Rahman, University of Alabama At Birmingham; Edsel A Pena, University of South Carolina
5:05 PM
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Two Novel Non-Parametric Methods for the Analysis of Stepped-Wedge Cluster Randomized Trials
Lee Kennedy-Shaffer, Harvard University; Victor De Gruttola, Harvard T.H. Chan School of Public Health; Marc Lipsitch, Harvard T.H. Chan School of Public Health
5:05 PM
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Bayesian Semiparametric Approach to Constrained ROC Curves Using Placement Values
Soutik Ghosal, Eunice Kennedy Shriver National Institue of Child Health and Human Development; Zhen Chen, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)
5:05 PM
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Cross-Validation Nonparametric Bootstrap Study of the Linhart-Volkers-Zucchini Out-Of-Sample Prediction Error Formula for Logistic Regression Modeling
Richard Golden, University of Texas At Dallas; Shaurabh Nandy, Foxbat Research; Vishal Patel, Foxbat Research
5:05 PM
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Robust Fitting and Smoothing Parameter Selection for GAMLSS
William Aeberhard, Stevens Institute of Technology; Eva Cantoni, University of Geneva; Giampiero Marra, University College London; Rosalba Radice, City, University of London
5:05 PM
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Semiparametric Maximum Likelihood for Logistic Regression with Misclassified Response and Covariate Measurement Error
Sarah Lotspeich, Vanderbilt University; Bryan E Shepherd, Vanderbilt University School of Medicine; Pamela Shaw, University of Pennsylvania; Ran Tao, Vanderbilt University Medical Center
5:05 PM
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Semiparametric Sufficient Dimension Reduction for Populations with Structured Heterogeneity
Jared Davis Huling, The Ohio State University; Menggang Yu, University of Wisconsin-Madison
5:20 PM
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Identification and Estimation of a Semiparametric Single Index Transformation Model
Yingqian Lin, Guanghua School of Management; Yundong Tu, Peking University, Guanghua School of Management and Center for Statistical Science
5:35 PM
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A Novel Nonparametric Clustering Method for Longitudinal Data
Junyi Zhou, Indiana University; Ying Zhang, University of Nebraska Medical Center
5:35 PM
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Monday, 07/29/2019
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Estimation of Semiparametric Hidden Markov Model and Multiple Testing Under Dependenct Strcuture
Joungyoun Kim, Chungbuk National University; Jong Soo Lee, Department of Mathematics, University of Massachusetts at Lowell; Johan Lim, Seoul National University
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Non Linear Functional Data Imputation
Aniruddha Rajendra Rao, Pennsylvania State University
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Bayesian Projected Calibration of Computer Models
Fangzheng Xie; Yanxun Xu, Johns Hopkins University
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Strong Consistency of the Non-Parametric Maximum Likelihood Estimator of Correlated Normal Random Variables
Xiangjie Xue, University of Auckland
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Comparing Variance-Based Versus Count Methods for Determining Variable Activity in Bayesian Additive Regression Trees
Akira Horiguchi, The Ohio State University
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A Robust Statistical Method to Estimate the Intervention Effect with Longitudinal Data
Erik Heiny, Utah Valley University; Mohammad Islam, Utah Valley University
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Nonparametric Estimation of Blood Alcohol Concentration from Transdermal Alcohol Measurements Using Alcohol Biosensor Devices
Bryan Vader, CSU Channel Islands; Alona Kryshchenko, CSU Channel Islands; Melike Sirlanci, California Technical University
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Multi-Rubric Models for Ordinal Spatial Data with Application to Online Ratings Data
Apurva Sunder Desai
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Monotonic Nonparametric Dose Response Model
Faten Alamri, princess Nourah bint Abdulrahman University &Virginia Commonwealth University; Edward L Boone, Virginia Commonwealth University; David Edwards, Virginia Commonwealth University
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A Data-Adaptive Targeted Learning Approach of Evaluating Viscoelastic Assay Driven Trauma Treatment Protocols
Linqing Wei, Univ of California - Berkeley, Biostatistics Department; Alan Hubbard, University of California, Berkeley; Lucy Zumwinkle Kornblith, University of California,San Francisco; Mitchell Jay Cohen, University of Colorado School of Medicine
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A Nonparametric Comparison of Quantiles Test Between Two Populations
Matthew Arvanitis, Forest Product Laboratory
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On the Rate of Convergence of a Neural Network Regression Estimate Learned by Gradient Descent
Alina Braun, Technische Universität Darmstadt; Michael Kohler, Technische Universitaet Darmstadt; Harro Walk, Universität Stuttgart
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Model-Based Quantile Regression: Analyzing Excess-Zero Response
Erika Cunningham, Duke University
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Semiparametric Approach to Optimal Sensor Location Design for a Photovoltaic Power Plant
Jane L Harvill, Baylor University; Justin R Sims, University of Tennessee at Martin; Nalini Ravishanker, University of Connecticut; Clifford W. Hansen, Sandia National Laboratories
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Application of a Nonparametric Test for Comparing Transition Probabilities in Multi-State Models
Ying Zhang, Merck; Jun Park, Indiana University ; Hong Wan, Merck; Valerie Teal, Merck; Robert Tipping, Merck; Giorgos Bakoyannis, Indiana University
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Nonparametric Density Estimation Under Adversarial Losses
Shashank Singh, Carnegie Mellon University; Ananya Uppal, Carnegie Mellon University; Barnabas Poczos, Carnegie Mellon University
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Mediation Analysis with Binary Mediators: a New Parametric Method and R Programs
Yujiao Mai, St. Jude Children's Research Hospital; Deo Kumar Srivastava, St. Jude Children's Research Hospital; Hui Zhang, St. Jude Children's Research Hospital
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Deep Learning and MARS: a Connection
Sophie Langer, Technische Universitaet Darmstadt; Michael Kohler, Technische Universitaet Darmstadt; Adam Krzyzak, Concordia University
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Curve Registration to Identify Circadian Rhythm Chronotypes in Accelerometer Data
Erin McDonnell, Columbia University; Julia Wrobel, Columbia University; Jeff Goldsmith, Columbia University; Vadim Zipunnikov, Johns Hopkins University
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The Robust Kernel Association Test
Kara Martinez, North Carolina State University
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Assessing Exposure Effects on Gene Expression Using Inverse Probability Weighting and the Parametric G-Formula
Sarah Reifeis, University of North Carolina at Chapel Hill; Michael Hudgens, University of North Carolina at Chapel Hill; Michael Love, UNC-Chapel Hill; Karen Mohlke, University of North Carolina at Chapel Hill; Melissa Troester, University of North Carolina at Chapel Hill
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Hierarchical Likelihood Approach for Joint Models of Longitudinal Non-Survival Responses and Survival Data: a Semiparametric Model with Gamma Shared Random Effects
Karl Stessy Bisselou, University of Nebraska Medical Center; Hongying Dai, University of Nebraska Medical Center; Gleb Haynatzki, University of Nebraska Medical Center
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Analysis Methods for Skewed Data Distributions
Annpey Pong
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Precise and Accurate Power of the Rank-Sum Test for a Continuous Variable
Katie Rose Mollan, University of North Carolina Chapel Hill; Ilana Trumble, University of Colorado Denver; Sarah Reifeis, University of North Carolina at Chapel Hill; Orlando Ferrer, University of North Carolina Chapel Hill; Camden P Bay, Harvard Medical School; Pedro L. Baldoni, University of North Carolina At Chapel Hill; Michael Hudgens, University of North Carolina at Chapel Hill
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Flexible Semiparametric Bayesian Hierarchical Model for Basket Trials
Veronica Bunn, Takeda Pharmaceuticals; Jianchang Lin, Takeda Pharmaceuticals; Rachael Liu, Takeda Pharmaceuticals
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Comparison of Missing Data Imputation Methods in Longitudinal Study of ADRD Patients
Yi Cao, Brown University; Roee Gutman, Brown University; Heather Allore, Yale University ; Brent Vander Wyk, Yale University
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HIV Prevalence in Key Populations: a Semiparametric Bayesian Hierarchical Model for Scarce and Imbalanced Data
Amy Zhang, Pennsylvania State University; Le Bao, Pennsylvania State University; Michael Daniels, University of Florida
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Nonparametric Matrix Response Regression with Application to Calcium Imaging
Dehan Kong, University of Toronto
8:35 AM
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Learning and Exploiting Low-Dimensional Structure in High-Dimensional Data
David Dunson, Duke University
8:35 AM
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Bayesian Nonparametric Clustering Analysis with an Incorporation of Biological Network for High-Dimensional Multi-Scale Molecular Data
Yize Zhao, Yale University
8:35 AM
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Deep Learning and MARS: a Connection
Sophie Langer, Technische Universitaet Darmstadt; Michael Kohler, Technische Universitaet Darmstadt; Adam Krzyzak, Concordia University
8:50 AM
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The Robust Kernel Association Test
Kara Martinez, North Carolina State University
8:50 AM
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Nonparametric Scanning Tests for Homogeneity with Continuous Covariates in Cure Rate Models
David Todem, Michigan State University
8:55 AM
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Hierarchical Likelihood Approach for Joint Models of Longitudinal Non-Survival Responses and Survival Data: a Semiparametric Model with Gamma Shared Random Effects
Karl Stessy Bisselou, University of Nebraska Medical Center; Hongying Dai, University of Nebraska Medical Center; Gleb Haynatzki, University of Nebraska Medical Center
8:55 AM
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Assessing Exposure Effects on Gene Expression Using Inverse Probability Weighting and the Parametric G-Formula
Sarah Reifeis, University of North Carolina at Chapel Hill; Michael Hudgens, University of North Carolina at Chapel Hill; Michael Love, UNC-Chapel Hill; Karen Mohlke, University of North Carolina at Chapel Hill; Melissa Troester, University of North Carolina at Chapel Hill
9:00 AM
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Non-Nested Hypothesis Testing for Threshold Regression: a Non-Nested Hypothesis Testing Problem for Threshold Regression Models
Zonglin He, Fred Hutchinson Cancer Research Center; Youyi Fong, Fred Hutchinson Cancer Research Center
9:05 AM
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Semiparametric Estimation for Multivariate Extremes
John P Nolan, American University; Anne-Laure Fougeres, Univesrity of Lyon; Cecile Mercadier, University of Lyon
9:15 AM
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Testing for Homogeneity in Two-Component Mixture Models: a Bayesian Model Comparison Approach
Gyuhyeong Goh, Kansas State University; Wei-Wen Hsu, Kansas State University; David Todem, Michigan State University
9:15 AM
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A Flexible Parametric Survival Model for Fitting Time-to-Event Data in Clinical Trials
Jason Liao, Merck & Co. Inc.; Frank G Liu, Merck Sharp & Dohme Inc.
9:20 AM
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Sparse Semiparametric Canonical Correlation Analysis for Data of Mixed Types
Irina Gaynanova, Texas A&M Univeristy; Grace Yoon, Texas A&M University; Raymond J. Carroll, Texas A & M University
9:35 AM
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Transfer Learning for Nonparametric Classification
T. Tony Cai, The Wharton School, University of Pennsylvania
9:50 AM
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Curve Registration to Identify Circadian Rhythm Chronotypes in Accelerometer Data
Erin McDonnell, Columbia University; Julia Wrobel, Columbia University; Jeff Goldsmith, Columbia University; Vadim Zipunnikov, Johns Hopkins University
10:00 AM
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Nonparametric Mass Imputation for Data Integration
Sixia Chen, University of Oklahoma Health Sciences Center; Jae-kwang Kim, Iowa State University; Shu Yang, North Carolina State University
10:35 AM
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Comparison of Missing Data Imputation Methods in Longitudinal Study of ADRD Patients
Yi Cao, Brown University; Roee Gutman, Brown University; Heather Allore, Yale University ; Brent Vander Wyk, Yale University
10:45 AM
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Analysis Methods for Skewed Data Distributions
Annpey Pong
10:50 AM
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A Bayesian Semiparametric Approach to Wild-Type Distribution Estimation: Accounting for Contamination and Measurement Error (BayesACME)
Will A. Eagan, Purdue University; Bruce A. Craig, Purdue University
10:50 AM
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Precise and Accurate Power of the Rank-Sum Test for a Continuous Variable
Katie Rose Mollan, University of North Carolina Chapel Hill; Ilana Trumble, University of Colorado Denver; Sarah Reifeis, University of North Carolina at Chapel Hill; Orlando Ferrer, University of North Carolina Chapel Hill; Camden P Bay, Harvard Medical School; Pedro L. Baldoni, University of North Carolina At Chapel Hill; Michael Hudgens, University of North Carolina at Chapel Hill
11:00 AM
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A Bayesian Nonparametric Approach to Clustering Data at Multiple Resolutions
Cecilia Balocchi, University of Pennsylvania; Shane T. Jensen, University of Pennsylvania
11:05 AM
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A Semiparametric Approach to Analyzing Error-Prone Failure Time Outcomes and Exposures
Lillian Boe, University of Pennsylvania; Pamela Shaw, University of Pennsylvania
11:05 AM
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HIV Prevalence in Key Populations: a Semiparametric Bayesian Hierarchical Model for Scarce and Imbalanced Data
Amy Zhang, Pennsylvania State University; Le Bao, Pennsylvania State University; Michael Daniels, University of Florida
11:15 AM
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Nonparametric Bayesian Functional Clustering for Breast Cancer Disparities
Wenyu Gao, Virginia Tech; Wonil Nam, Bradley Department of Electrical and Computer Engineering, Virginia Tech; Inyoung Kim, Virginia Tech; Wei Zhou, Bradley Department of Electrical and Computer Engineering, Virginia Tech
11:20 AM
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Flexible Semiparametric Bayesian Hierarchical Model for Basket Trials
Veronica Bunn, Takeda Pharmaceuticals; Jianchang Lin, Takeda Pharmaceuticals; Rachael Liu, Takeda Pharmaceuticals
11:20 AM
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A Nonparametric Statistical Method for More Reproducible Biomarker Detection
Wei Zhuang, NCTR/U.S. FDA; Luísa Camacho, NCTR/U.S. FDA; Camila Silva, NCTR/U.S. FDA; Huixiao Hong, NCTR/U.S. FDA
11:35 AM
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Bayesian Subgroup Analysis in Regression Using Mixture Models
Yunju Im, University of Iowa; Aixin Tan, University of Iowa
11:50 AM
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Identifying Patterns of Multi-Genetic/Epigenetic Factors via Non-Parametric Clustering
Meredith Ray, University of Memphis; Lauren Sobral, University of Memphis; S. Hasan Arshad, University of Southampton; John Holloway, University of Southampton; Wilfried JJ Karmaus, University of Memphis; Hongmei Zhang, University of Memphis
11:50 AM
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Sequential Change-Point Detection for High-Dimensional and Non-Euclidean Data
Lynna Chu, University of California, Davis; Hao Chen, University of California, Davis
11:55 AM
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Breaking Curse of Dimensionality in Nonparametrics
Helen Zhang, University of Arizona
2:05 PM
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A Bayesian Nonparametric Model for Upper Record Data
Joon Jin Song, Baylor University; Jung-In Seo, Daejeon University
2:20 PM
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Expression-Level-Dependent Correlation Structure Estimation for Repeated-Measures RNA-Seq Data
Dan Nettleton, Iowa State University; Meiling Liu, Iowa State University
2:25 PM
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Gaussian Process Classification with Network Inputs
Nathan Josephs, Boston University; Eric Kolaczyk, Boston University; Lizhen Lin, University of Notre Dame; Steve Rosenberg, Boston University
2:35 PM
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Instrumental Variable Estimation of Exposure Effects for Competing Risks Data Using a Semiparametric Mixture Component Model
Sai Dharmarajan, Food and Drug Administration; Douglas Schaubel, University of Michigan
2:35 PM
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Two-Component Mixture Model in the Presence of Covariates
Nabarun Deb, Columbia University; Sujayam Saha, Google; Adityanand Guntuboyina, University of California at Berkeley; Bodhisattva Sen, Columbia University
2:35 PM
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Robust Dimension Reduction Methods
Prabha Shrestha; Wei Lin, Ohio University
2:50 PM
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Bayesian Estimation and Testing for Constrained Multivariate Functions
Thomas Shively, Univ of Texas at Austin
2:50 PM
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On Posterior Contraction of Parameters and Interpretability in Bayesian Mixture Modeling
Aritra Guha, University of Michigan
3:05 PM
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A Machine-Learning Approach to Extract Remote-Sensing Features for Predicting Crop Yield
Luca Sartore, National Institute of Statistical Sciences; Arthur Rosales, National Agricultural Statistics Service; David Johnson, National Agricultural Statistics Service; Mary Frances Dorn, Los Alamos National Laboratory; Clifford Spiegelman, Texas A&M University
3:05 PM
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Gaussian Process Mixtures for Estimating Heterogeneous Treatment Effects
Abbas Zaidi, Duke University - Statistics
3:05 PM
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Semiparametric Transformation Models for Left-Truncated and Interval-Censored Data Without or with a Cure Fraction
Chyong-Mei Chen
3:20 PM
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Bayesian Dependent Functional Mixture Estimation for Area and Time-Indexed Data
Terrance Savitsky, Bureau of Labor Statistics
3:20 PM
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Nonparametric Estimation of Surface Integrals on Level Sets
Wanli Qiao, George Mason University
3:20 PM
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Nonparametric Bayes Multiresolution Testing for Detecting Rare Variants
Jyotishka Datta, University of Arkansas; David Dunson, Duke University
3:25 PM
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A Hierarchical Pitman-Yor Model for the Evolution of Phenotype Distribution on a Phylogenetic Tree
Hanxi Sun, Purdue Statistics; Heejung Shim, University of Melbourne, Australia; Vinayak Rao, Purdue University
3:25 PM
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A CONSISTENT INDEPENDENCE TEST via PROJECTED MUTUAL INFORMATION
Zhanrui Cai, Penn State University; Yaowu Zhang, Shanghai University of Finance and Economics; Liping Zhu, Renmin University of China; Runze Li, Penn State University; Xu Guo, Beijing Normal University
3:35 PM
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Bayesian Spatial Nonhomogeneous Poisson Process Based on Mixture of Finite Mixtures Model with Applications
Wei Shi, University of Connecticut; Junxian Geng, Boehringer Ingelheim; Guanyu Hu, University of Connecticut
3:35 PM
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A Feature Allocation Model for Cytometry by Time-Of-Flight Data
Arthur Lui, University of California - Santa Cruz; Juhee Lee, University of California, Santa Cruz; Peter Thall, U.T. M.D. Anderson Cancer Center; Katy Rezvani, M.D. Anderson Cancer Center
3:45 PM
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Tuesday, 07/30/2019
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Estimation of Semiparametric Functional Coefficients Panel Data Model
Shaymal Halder, Auburn University; Emir Malikov, Auburn University
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Estimating Uncertainty of Small Area Estimates via Multilevel Regression and Post-Stratification: a Comparison of Bayesian, Bootstrapping and Monte Carlo Simulation Methods
Yan Wang, CDC; Xingyou Zhang, Economic Research Service, USDA; James B. Holt, CDC; Hua Lu, CDC; Janet B. Croft, CDC; Kurt J. Greenlund, CDC
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Stepwise Progressive Parametric Multiple Testing Procedure with Correlated Normal Test Statistics
Xuan Deng, Merck; Mark Chang, Veristat
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The Nonparametric Behrens-Fisher Problem with Dependent Replicates
Akash Roy, University of Texas At Dallas; FRANK KONIETSCHKE, Institut für Biometrie und Klinische Epidemiologie , Charité – Universitätsmedizin Berlin; Solomon W. Harrar, University of Kentucky
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Space-Time Modeling of Tropical Cyclone Genesis Using a Semiparametric Generalized Linear Model
Suilou Huang, AIR-Worldwide; Suz Tolwinski-Ward, AIR-Worldwide; Michal Clavner, AIR-Worldwide
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Bootstrap Calibration for Parametric Tolerance Intervals to Improve Coverage Probabilities
Yixuan Zou, University of Kentucky; Derek Young, University of Kentucky
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Nonparametric Bayesian Method for Drug Combination with Discrete Doses
Zahra Razaee, Cedars-Sinai Medical Center; Galen Cook-Wiens, Cedars Sinai Medical Center; Mourad Tighiouart, Cedars-Sinai Medical Center
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WITHDRAWN: Estimation and Inference of Heteroskedasticity Models with Latent Semiparametric Factors for Multivariate Time Series
Lyuou Zhang
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A Comparison of Semiparametric Approaches to Model Nonlinear Outcome Trajectories in the Presence of Nonignorable Dropout
Andrew Hammes, University of Colorado-Biostatistics; Samantha MaWhinney, University of Colorado Anschutz Medical Campus; Nichole E Carlson, University of Colorado Anschutz; Peter DeWitt, University of Colorado - Biostatistics; Jeri Forster, University of Colorado - Biostatistics
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A Feature Allocation Model for Cytometry by Time-Of-Flight Data
Arthur Lui, University of California - Santa Cruz; Juhee Lee, University of California, Santa Cruz; Peter Thall, U.T. M.D. Anderson Cancer Center; Katy Rezvani, M.D. Anderson Cancer Center
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A Hierarchical Pitman-Yor Model for the Evolution of Phenotype Distribution on a Phylogenetic Tree
Hanxi Sun, Purdue Statistics; Heejung Shim, University of Melbourne, Australia; Vinayak Rao, Purdue University
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Robust Spatial Extent Inference with a Semiparametric Bootstrap Joint Testing Procedure
Simon Vandekar, Vanderbilt University; Theodore Satterthwaite, University of Pennsylvania; Cedric K Xia, University of Pennsylvania; Azeez Adebimpe, University of Pennsylvania; Kosha Ruparel, University of Pennsylvania; Ruben C Gur, University of Pennsylvania; Raquel E Gur, University of Pennsylvania; Russell Shinohara, University of Pennsylvania
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Psychotherapy Outcomes for Adults with Autism Spectrum Disorder in a University Counseling Setting
E. Neeley Tass, Brigham Young University
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Temporal Association of Prostate and Colon Cancer with World Trade Center Rescue/Recovery Work: a 14 Year Cohort Study
Charles Hall, Albert Einstein College of Medicine; David Goldfarb, Montefiore Medical Center ; Rachel Zeig-Owens, Montefiore Medical Center ; David Prezant, Fire Department of the City of New York
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Bayesian Semiparametric Joint Modeling of Longitudinal Predictors and a Binary Outcome
Woobeen Lim, The Ohio State University; Michael Pennell, Ohio State University
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Nonparametric Density Estimation and Regression Using Coarse Count Data
Jacob Coleman
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Revisiting the Proton-Radius Problem Using Constrained Gaussian Processes
Shuang Zhou, Texas A&M University; Pablo Giulani, Florida State University; Jorge Piekarewicz, Florida State University; Anirban Bhattacharya, TAMU; Debdeep Pati, Texas A&M University
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Nonparametric Mixture Cure Models with Cure Partially Known
M. Amalia Jácome, Universidade da Coruña; Wende Safari, Universidade da Coruña; Ignacio López-de-Ullibarri, Universidade da Coruña
8:35 AM
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Genomic Variety Estimation via Bayesian Nonparametrics
Lorenzo Masoero, Massachusetts Institute of Technology
8:35 AM
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An Approach to Multiple Imputation That Avoids the Inclusion of an Outcome in the Imputation Model
Monelle Tamegnon, Janssen R&D
8:35 AM
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Semiparametric Regression Analysis for Composite Endpoints Subject to Component-Wise Censoring
Guoqing Diao, George Mason University; Donglin Zeng, UNC Chapel Hill; Chunlei Ke, Biogen; Haijun Ma, Amgen Inc.; Qi Jiang, Amgen; Joseph G Ibrahim, UNC
8:50 AM
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Function-Based Hypothesis Testing in Uncensored and Censored Two-Sample Location-Scale Models
Sundarraman Subramanian, New Jersey Institute of Technology
8:55 AM
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Nonparametric Latency Estimation for Mixture Cure Models
Ricardo Cao, Universidade da Coruña; Ana López-Cheda, Universidade da Coruña; M. Amalia Jácome, Universidade da Coruña
9:00 AM
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Nonparametric Estimation of the Curtailed Win-Ratio
David Oakes , University of Rochester
9:05 AM
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Semiparametric Isotonic Regression Analysis for Risk Assessment Under Two-Phase Sampling Designs
Wen Li, The University of Texas School of Public Health; Ruosha Li, The University of Texas School of Public Health; Ziding Feng, Fred Hutchinson Cancer Research Center; Jing Ning, The University of Texas MD Anderson Cancer Center
9:05 AM
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Nonparametric Empirical Bayes Methods for Sparse, Noisy Signals
Junhui Cai; Linda Zhao, University of Pennsylvania
9:15 AM
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Nonparametric Regression Under Semi-Long Range Dependence
Farzad Sabzikar, Iowa State University
9:15 AM
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A Bayesian Nonparametric View on Count-Min Sketch
Diana Cai, Princeton University; Michael Mitzenmacher, Harvard University; Ryan Adams, Princeton University
9:15 AM
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Semiparametric Estimation Under Shape Invariance for fMRI Data
Nicole Lazar, University of Georgia
9:25 AM
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Robust Spatial Extent Inference with a Semiparametric Bootstrap Joint Testing Procedure
Simon Vandekar, Vanderbilt University; Theodore Satterthwaite, University of Pennsylvania; Cedric K Xia, University of Pennsylvania; Azeez Adebimpe, University of Pennsylvania; Kosha Ruparel, University of Pennsylvania; Ruben C Gur, University of Pennsylvania; Raquel E Gur, University of Pennsylvania; Russell Shinohara, University of Pennsylvania
9:30 AM
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Semiparametric Model for Exchangeable Clustered Binary Outcomes
Xinran Qi, Medical College of Wisconsin; Aniko Szabo, Medical College of Wisconsin
9:35 AM
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Testing for Independence with BERET
Duyeol Lee, University of North Carolina at Chapel Hill; Kai Zhang, University of North Carolina, Chapel Hill; Michael Kosorok, University of North Carolina at Chapel Hill
9:35 AM
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Further Development of the Double Conditional Smoothing for Nonparametric Surfaces Under a Lattice Spatial Model
Yuanhua Feng; Bastian Schäfer, Paderborn University
9:35 AM
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Bayesian Nonparametric Methods for the Experimental Design of Single Cell Studies: From Clustering to Sorting
Bianca Dumitrascu, Princeton University; Federico Ferrari, Duke University; Stefano Favaro, Universita di Torino; Barbara Engelhardt, Princeton University
9:35 AM
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A Support Vector Machine Based Semiparametric Mixture Cure Model
Yingwei Peng, Queen's University; Peizhi Li, Dongbei University of Finance and Economics and Queen's University; Qingli Dong, Dongbei University of Finance and Economics and Queen's University
9:50 AM
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Generalized Spatially Varying Coefficient Models
Myungjin Kim, Iowa State University; Li Wang, Iowa State University
9:50 AM
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Semiparametric Estimation of Cross-Covariance Functions for Multivariate Random Fields
Ghulam Qadir, King Abdullah University of Science and Technology (KAUST); Ying Sun, King Abdullah University of Science and Technology
9:50 AM
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Nonparametric Anomaly Detection on Time Series of Graphs
Dorcas Ofori-Boateng; Yulia Gel, University of Texas at Dallas; Ivor Cribben, University of Alberta
9:50 AM
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Semiparametric Inference for Merged Data from Multiple Overlapping Sources
Takumi Saegusa, University of Maryland
9:55 AM
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Can We Attribute Suicides to an App? Nonparametric Estimation the Probability of Causation
Maria Cuellar, Carnegie Mellon University; Walter Dempsey, Harvard University
10:05 AM
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On Deep Learning as a Remedy for the Curse of Dimensionality in Nonparametric Regression
Michael Kohler, Technische Universitaet Darmstadt; Sophie Langer, Technische Universitaet Darmstadt
10:35 AM
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A Parametric Meta-Analysis
Chang Yu, Vanderbilt University; Daniel Zelterman, Yale University School of Public Health
10:35 AM
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A Spatial Bayesian Semiparametric Mixture Model for Positive Definite Matrices with Applications to Diffusion Tensor Imaging
Zhou Lan, North Carolina State University; Brian Reich, North Carolina State University; Dipankar Bandyopadhyay, Virginia Commonwealth University
10:50 AM
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Ensemble Learning Integrated with Cancer Survivor Intervention Trials
Anjishnu Banerjee; Melinda Stolley, Medical College of Wisconsin; Avik Chakrabarti, University of Wisconsin Milwaukee; Alexis Visotcky, Medical College of Wisconsin
10:50 AM
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Nonparametric Bayesian Estimation of Heterogeneous Causal Effects Using Real-World Data
Xinyi Xu, The Ohio State University; Bo Lu, The Ohio State University; Steve MacEachern, The Ohio State University; Ling Wang, Michigan State University
10:55 AM
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Scalable Gapfilling in Spatio-Temporal Remote Sensing Data
Reinhard Furrer, University of Zurich
10:55 AM
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Nonparametric Density Estimation and Regression Using Coarse Count Data
Jacob Coleman
11:00 AM
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Psychotherapy Outcomes for Adults with Autism Spectrum Disorder in a University Counseling Setting
E. Neeley Tass, Brigham Young University
11:00 AM
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Revisiting the Proton-Radius Problem Using Constrained Gaussian Processes
Shuang Zhou, Texas A&M University; Pablo Giulani, Florida State University; Jorge Piekarewicz, Florida State University; Anirban Bhattacharya, TAMU; Debdeep Pati, Texas A&M University
11:05 AM
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Adaptive Bayesian Factor Spectral Analysis of High--Dimensional Nonstationary Time Series
Zeda Li, Baruch College CUNY; Rob Krafty, University of Pittsburgh; Ori Rosen, University of Texas at El Paso
11:20 AM
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Temporal Association of Prostate and Colon Cancer with World Trade Center Rescue/Recovery Work: a 14 Year Cohort Study
Charles Hall, Albert Einstein College of Medicine; David Goldfarb, Montefiore Medical Center ; Rachel Zeig-Owens, Montefiore Medical Center ; David Prezant, Fire Department of the City of New York
11:30 AM
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Generalization Analysis for Mechanism of Deep Learning via Nonparametric Statistics
Masaaki Imaizumi, Institute of Statistical Mathematics
11:35 AM
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Debiased Inference in High-Dimensional Single-Index Models Under Gaussian Design
Hamid Eftekhari, University of Michigan; Moulinath of Banerjee, university of michigan; Ya'acov Ritov, university of michigan
11:50 AM
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A New Adaptive Signal Detection Method for Neuroimage Analysis
M Inlow, Indiana State University; S Cong, ECE Department, Purdue University; Shen Li, University of Pennsylvania
11:50 AM
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Bayesian Semiparametric Joint Modeling of Longitudinal Predictors and a Binary Outcome
Woobeen Lim, The Ohio State University; Michael Pennell, Ohio State University
12:00 PM
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Bayesian Nonparametric Models for Biomedical Data Analysis
Tianjian Zhou, The University of Chicago; Peter Müller, University of Texas Austin; Yuan Ji, The University of Chicago; Michael Daniels, University of Florida
2:05 PM
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Kernel Based-Hybrid Test for High-Dimensional Data
Inyoung Kim, Virginia Tech
2:05 PM
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Nonparametric Method for Differential Analysis of RNA-Seq with Quantification Uncertainty
Anqi Zhu, University of North Carolina Chapel Hill; Joseph G Ibrahim, UNC; Michael Love, UNC-Chapel Hill
2:05 PM
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Mixed Network Modeling for Network Simulation
Fairul Mohd-Zaid, Air Force Research Labs; Wright Shamp, Florida State University
2:05 PM
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Flexible Quantile Contours for Multivariate Functional Data: Beyond Convexity
Gaurav Agarwal, King Abdullah University of Science and Technology (KAUST); Ying Sun, King Abdullah University of Science and Technology
2:35 PM
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A Consistent Nonparametric Test for Endogeneity
Seolah Kim, University of California, Riverside
2:35 PM
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Quantile Regression for Survival Analysis with Complex Censoring and Truncation Using a Novel Likelihood Approximation
Bryan Keith McNair, University of Colorado Anschutz Medical Campus; Debashis Ghosh, University of Colorado Anschutz Medical Campus; Gary Grunwald, University of Colorado Anschutz Medical Campus
2:35 PM
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Causal Isotonic Regression
Ted Westling, University of Massachusetts Amherst; Marco Carone, University of Washington; Peter Gilbert, Fred Hutchinson Cancer Research Center
2:45 PM
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A Change-Point Detection and Clustering Method in the Recurrent-Event Context
Qing Li, Iowa State University
2:50 PM
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Stochastic Expectation Maximization for Semiparametric Regression Analysis of Multivariate Interval-Censored Data
Kaitlyn Cook, Harvard University; Rui Wang, Harvard University
2:50 PM
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Bayesian Joint Models for Longitudinal and Competing Risks Data
Allison Furgal, University of Michigan Biostatistics; Ananda Sen, University of Michigan; Jeremy Taylor, University of Michigan
2:50 PM
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Network Heterogeneity and Strength of Connections
Sandipan Roy, University of Bath; Subhadeep Mukhopadhyay, Temple University
2:50 PM
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Joint Modeling of Longitudinal Data and Informative Zero-Inflated Cluster Size Adjusted for a Terminal Event
Biyi Shen, The Pennsylvania State University; Vernon Chinchilli, Pennsylvania State University; Ming Wang, Pennsylvania State University
3:05 PM
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Uncertainty Quantification for Bayesian Survival Analysis
Stephanie van der Pas, Leiden University; Ismael Castillo, Sorbonne University
3:20 PM
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Nonparametric Estimation of Enriched Crossover Design with High Placebo Response Rate
Siying Li, IQVIA; Gary Koch, University of North Carolina at Chapel Hill
3:20 PM
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Nonparametric Inference of Population Size History via Survival Analysis
Jonathan Terhorst, University of Michigan
3:35 PM
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Wednesday, 07/31/2019
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Bayesian Nonparametric Inference on the Dynamic Connectivity States
Meini Tang, King Abdullah University of Science and Technology; Chee-Ming Ting, KAUST; Hernando Ombao, King Abdullah University of Science and Technology (KAUST); Siti Balqis Samdin, King Abdullah University of Science and Technology
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Factor Analysis for Spatial Surfaces Using a Bayesian Non-Parametric Prior
Samuel Berchuck, Duke University; Mark Janko, Duke University; Sayan Mukherjee, Duke University
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A Semiparametric Approach to Modeling Nonlinear Longitudinal Drug Concentration Data Utilizing Standard Software
Samantha MaWhinney, University of Colorado Anschutz Medical Campus; Mary Morrow, Colorado School of Public Health; Jose Castillo-Mancilla, University of Colorado - Denver|Anschutz, Dept. of Medicine, Division of Infectious Diseas; Peter Anderson, University of Colorado, School of Pharmacy
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Nonparametric Estimation of a General Equilibria
John Schuler
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Forecasting Daily Service Call Volume Using Nonparametric Transfer Function Approach
Jun Liu
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Evaluation of Semiparametric Single Index Model for Characterizing Effects of Correlated Exposures
Yuyan Wang, New York University; Mengling Liu, New York University
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A Simple Recipe for Making Accurate Parametric Inference in Finite Sample
Mucyo Karemera, Penn State University; Stephane Guerrier, University of Geneva; Samuel Orso, University of Geneva; Maria-Pia Victoria-Feser, University of Geneva
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Embarrassingly Parallel Inference for Gaussian Processes
Michael Minyi Zhang, Princeton University; Sinead Williamson, UT Austin
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Adaptive Nonparametric Multivariate Spectral Analysis
Rob Krafty, University of Pittsburgh; Zeda Li, Baruch College CUNY
8:35 AM
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Informative Priors for Clustering
Amy H Herring, Duke University; Sally Paganin, University of Padova; Andrew Olshan, UNC-Chapel Hill
8:35 AM
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Using ToxCast Data for Statistical Research in Chemical Risk Assessment.
Matthew W Wheeler, CDC/NIOSH
8:35 AM
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Nonparametric Bayesian Joint Modeling of High-Throughput and Low-Throughput Genotoxicity Data
Michael Pennell, Ohio State University; Matthew W Wheeler, CDC/NIOSH
8:55 AM
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AdapstSPEC Squared: a Bayesian Method for Locally Adaptive Non-Parametric Spectral Density Estimation for Non-Stationary Time Series
Nicholas James, Centre for Translational Data Science; Sally Cripps, University of Sydney; Ori Rosen, University of Texas at El Paso
9:00 AM
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Bayesian Hierarchical Models for Voxel-Wise Classification of Prostate Cancer Accounting for Spatial Correlation and Between-Patient Heterogeneity in the Multi-Parametric MRI Data
Jin Jin, Division of Biostatistics, University of Minnesota; Joseph Koopmeiners, University of Minnesota; Lin Zhang, Division of Biostatistics, University of Minnesota; Ethan Leng, Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota; Gregory Metzger, Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota
9:05 AM
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Emulating Satellite Drag from Large Simulation Experiments
Furong Sun, Virginia Tech; Robert Gramacy, Virginia Tech; Ben Haaland, University of Utah; Earl Christopher Lawrence, Los Alamos National Laboratory; Andrew Walker, Los Alamos National Laboratory
9:15 AM
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A Simple Recipe for Making Accurate Parametric Inference in Finite Sample
Mucyo Karemera, Penn State University; Stephane Guerrier, University of Geneva; Samuel Orso, University of Geneva; Maria-Pia Victoria-Feser, University of Geneva
9:15 AM
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Nonparametric Estimation of a General Equilibria
John Schuler
9:20 AM
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Estimating Rectangular Piecewise Constant Functions in Multiple Dimensions
Bodhisattva Sen, Columbia University; Adityanand Guntuboyina, University of California at Berkeley; Billy Fang, University of California at Berkeley
9:25 AM
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On Approximating Copulas by Finite Mixtures
Robert Kohn, University of New South Wales
9:25 AM
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A Flexible Bayesian Method to Individualized Treatment Allocation
Saptarshi Chatterjee, Northern Illinois University; Sanjib Basu, University of Illinois at Chicago
9:35 AM
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Embarrassingly Parallel Inference for Gaussian Processes
Michael Minyi Zhang, Princeton University; Sinead Williamson, UT Austin
9:40 AM
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Evaluation of Semiparametric Single Index Model for Characterizing Effects of Correlated Exposures
Yuyan Wang, New York University; Mengling Liu, New York University
9:45 AM
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Forecasting Daily Service Call Volume Using Nonparametric Transfer Function Approach
Jun Liu
9:45 AM
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A Parsimonious Personalized Dose Finding Model via Dimension Reduction
Wenzhuo Zhou, University of Illinois Urbana-Champaign; Ruoqing Zhu, University of Illinois Urbana-Champaign
9:50 AM
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More Efficient Computation of Smoothing Splines via Space-Filling Basis Selection
Cheng Meng
10:35 AM
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Nonparametric Estimation of Distributions Based on Group Testing Results with Differential Misclassification
Wei Zhang, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH; Aiyi Liu, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH; Qizhai Li, Academy of Mathematics and Systems Science, Chinese Academy of Science; Paul Albert , National Cancer Insititute
10:50 AM
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Inference for Volatility Functionals of Ito Semimartingales Observed with Noise
Richard Chen, University of Chicago
10:50 AM
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Adaptive Ensemble Learning for Spatiotemporal Processes with Calibrated Predictive Uncertainty: a Bayesian Nonparametric Approach
Jeremiah Liu
10:55 AM
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Testing for Trends in High-Dimensional Time Series
Likai Chen, Washington University in Saint Louis; Wei Biao Wu, University of Chicago
11:00 AM
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Regression Analysis of Sparse Asynchronous Longitudinal Data with Informative Observation Times
Dayu Sun, University of Missouri; Hui Zhao, Zhongnan University of Economics and Law; Jianguo Sun, University of Missouri
11:05 AM
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A Unified Approach to Nonparametric Variable Importance Assessment
Brian Williamson, University of Washington; Noah Simon, University of Washington; Marco Carone, University of Washington
11:15 AM
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Bayesian Nonparametric Joint Model for Point Estimates and Variances under Biased Domain Variances
Julie Gershunskaya, U.S. Bureau of Labor Statistics; Terrance Savitsky, Bureau of Labor Statistics
11:15 AM
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Nonparametric Tests for Multivariate Growth Curve Data: Practical Procedures in Finite Samples
Ting Zeng, University of Kentucky; Solomon W. Harrar, University of Kentucky
11:35 AM
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B-Scaling: A Novel Nonparametric Data Fusion Method
Yiwen Liu, University of Arizona; Xiaoxiao Sun, University of Arizona; Wenxuan Zhong, University of Georgia; Bing Li, The Pennsylvania State University
11:50 AM
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Semiparametric Dynamic Adaptive Robust Estimations for High-Dimensional Networks
Tzu-Chun Wu, University of Cincinnati; Emily Lei Kang, University of Cincinnati
11:50 AM
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Nonparametric Multivariate Tests for Association
Yan Xu; Solomon W. Harrar, University of Kentucky
11:50 AM
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Using Deep Learning to Build Risk Prediction Models for Time-to-Event Outcomes
Jon Steingrimsson, Brown University; Samantha Morrison, Brown University; Constantine Gatsonis, Brown University
2:05 PM
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Nonparametric Graphical Model for Counts
Arkaprava Roy, Duke University; David Dunson, Duke University
2:05 PM
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ICBayes: a Package for Bayesian Semiparametric Regression Analysis of Interval-Censored Data
Chun Pan, Hunter College; Bo Cai, University of South Carolina; Lianming Wang, University of South Carolina; Xiaoyan Lin, University of South Carolina
2:05 PM
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Bayesian Prediction of Metrics in Professional Sports
Richard Warr, Brigham Young University; Gil Fellingham, Brigham Young University
2:05 PM
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Doubly-Robust Inference for Causal Effects
Marco Carone, University of Washington; Ted Westling, University of Massachusetts Amherst; David Whitney, University of Washington
2:05 PM
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Non-Parametric Test and Similarity Measure for Matching Bullets
Ganesh Krishnan, Center for Statistics and Applications in Forensic Evidence (CSAFE) and Iowa State University; Heike Hofmann, Iowa State University
2:05 PM
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Convergence Rates of Least Squares Regression Estimators with Heavy-Tailed Errors
Qiyang Han, Rutgers University; Jon A. Wellner, University of Washington
2:30 PM
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Leveraging the Order-Dependence of Predictive Recursion for Uncertainty Quantification About a Mixing Density
Ryan Martin, North Carolina State University; Vaidehi Dixit, North Carolina State University
2:45 PM
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Generalized Meta-Analysis for Combining Disparate Risk Factor Information Across Studies: Inference on Multiple Regression Based Risk Prediction Models
Prosenjit Kundu, The Johns Hopkins University Bloomberg School of Public Health; Runlong Tang, The Johns Hopkins University Bloomberg School of Public Health; Nilanjan Chatterjee, Johns Hopkins University
2:45 PM
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Spike-And-Slab Group Lassos for Grouped Regression and Sparse Generalized Additive Models
Ray Bai; Gemma Moran, University of Pennsylvania; Joseph Antonelli, University of Florida
2:50 PM
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Time Series Forecasting with Random Forests and Nonparametric Models
Barbara Ann Bailey, San Diego State University
2:55 PM
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Extreme Value Analysis with Semiparametric Density Models
Surya Tokdar, Duke University
3:05 PM
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Sensitivity Analysis via the Proportion of Unmeasured Confounding
Matteo Bonvini, Carnegie Mellon University; Edward Kennedy, Carnegie Mellon University
3:05 PM
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Bayesian Nonparametric Model for Zero-Inflated Outcomes: Clustering, Prediction, and Causal Inference
Arman Oganisian, Univ of Pennsylvania; Nandita Mitra, University of Pennsylvania; Jason Roy, Rutgers University
3:05 PM
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A Study of Performances of Some Algorithms for Multivariate Data
Jin Wang, Northern Arizona University
3:05 PM
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A Bayesian Approach for Semiparametric Regression Analysis of Bivariate Panel Count Data
Chunling Wang, University of South Carolina; Xiaoyan Lin, University of South Carolina
3:20 PM
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A Random Neighborhood Method for Bayesian Semiparametric Conditional Density Estimation
Nong Shang, CDC
3:20 PM
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Bayesian Semiparametric Functional Mixed Models
Abhra Sarkar, The University of Texas at Austin; Giorgio Paulon, The University of Texas at Austin; Bharath Chandrsekaran, University of Pittsburg; Fernando Llanos, University of Pittsburgh
3:25 PM
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Joint Spline Models for Continuous Time Causal Mediation Analysis
Jeffrey M Albert, Case Western Reserve University; Tanujit Dey, Cleveland Clinic Foundation; Youjun Li, Case Western Reserve University; Jiayang Sun, Case Western Reserve University; Wojbor Woyczynski, Case Western Reserve University; Rujia Liu, Case Western Reserve University; Meeyoung Min, Case Western Reserve University
3:35 PM
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Thursday, 08/01/2019
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Modeling Longitudinal Data with Interval Censored Anchoring Events
Chenghao Chu, Vertex Pharmaceuticals; Ying Zhang, University of Nebraska Medical Center; Wanzhu Tu, Indiana University
8:35 AM
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Efficient Estimation of a Hazard-Based Partial Sufficient Dimension Reduction Model for Right-Censored Data
Ming-Yueh Huang, Academia Sinica
8:50 AM
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Semiparametric Modeling of Time-Varying Activation and Connectivity in Task-Based fMRI Data
Jun Young Park, University of Minnesota; Joerg Polzehl, Weierstrass Institute for Applied Analysis and Stochastics; Snigdhansu Chatterjee, University of Minnesota; André Brechmann, Leibniz-Institute for Neurobiology; Mark Fiecas, Univ Minnesota
8:55 AM
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Semiparametric Bayesian Variable Selection for Gene-Environment Interactions
Jie Ren, Kansas State University; Fei Zhou, Kansas State University; Cen Wu, Kansas State University
9:05 AM
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Statistical Analysis of Longitudinal Data on Riemannian Manifolds
Xiongtao Dai, Iowa State University ; Zhenhua Lin, University of California, Davis; Hans Mueller, UC Davis
9:05 AM
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Estimation of a Star-Shaped Distribution Function
Ganesh Malla, University of Cincinnati-Clermont
9:35 AM
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Semiparametric Model for Bivariate Survival Data Subject to Biased Sampling
Jin Piao, University of Southern California; Jing Ning, The University of Texas MD Anderson Cancer Center; Yu Shen, The University of Texas MD Anderson Cancer Center
9:50 AM
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Power Calculations for Common, Nonparametric Tests in Survival
Godwin Yung, Takeda Pharmaceuticals; Yi Liu, Nektar Therapeutics
9:50 AM
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COMPLEX TESTING PROBLEMS for MULTIVARIATE DATA and SMALL SAMPLE SIZES: a NONPARAMETRIC APPROACH
Stefano Bonnini, University of Ferrara
9:50 AM
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Efficient Estimation of Statistical Models for Longitudinal Data Under Local Box-Cox Transformation
Mohammed Chowdhury, Kennesaw State University
10:35 AM
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Nonparametric Estimation of Time-Lagged Varying-Coefficient Models with Longitudinal Data
Xin Tian, National Heart, Lung and Blood Institute, National Institutes of Health; Colin O. Wu, National Heart, Lung and Blood Institute, National Institutes of Health; Xiaoying Yang, The George Washington University; Zhaohai Li, The George Washington University
10:50 AM
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A Regularization Based Approach to Estimation of a Two Component Nonparametric Density Mixture with a Known Component
Michael Levine, Purdue University; Zuofeng Shang, IUPUI; Zhou Shen, J.P. Morgan
10:55 AM
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A Graph-Based Multisample Test for High-Dimensional Compositional Data
Thy Dao, University of Arkansas; Qingyang Zhang, University of Arkansas
11:05 AM
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Posterior Contraction and Credible Sets for Filaments of Regression Functions
Wei Li, Syracuse University; Subhashis Ghosal, North Carolina State University
11:05 AM
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Nonparametric Methods for Complex Multivariate Data: Asymptotics and Small Sample Approximations
Yue Cui, University of Kentucky; Solomon W. Harrar, University of Kentucky
11:50 AM
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Penalized Generalized Empirical Likelihood with a Diverging Number of General Estimating Equations for Censored Data
Xingqiu Zhao, The Hong Kong Polytechnic University; Niansheng Tang, Yunnan University; Xiaodong Yan, Shandong University
11:55 AM
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Efficient Local Kernel Estimation Using Structured Random Forests
Joshua Loyal, University of Illinois Urbana-Champaign; Ruoqing Zhu, University of Illinois Urbana-Champaign; Xin Zhang, Florida State University; Yifan Cui, University of Pennsylvania
12:05 PM
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