JSM 2017 Online Program

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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme

Keyword Search Criteria: Nonparametric returned 126 record(s)

Sunday, 07/30/2017

Generalized Fiducial Inference for Nonparametric Function Estimation
Randy C.S. Lai, University of Maine

Nonparametric Inference for Point Processes
Tailen Hsing, University of Michigan; Jinqi Shen, University of Michigan
2:05 PM

Data-Driven Confidence Interval Estimation Incorporating Prior Information with an Adjustment for Skewed Data
Li Zou, State University of New York At Buffalo; Albert Vexler, State University of New York at Buffalo; Alan Hutson, Roswell Park Cancer Institute
2:05 PM

Bayesian Inference in Nonparanormal Graphical Models
Jami Mulgrave; Subhashis Ghoshal, North Carolina State University
2:05 PM

Nonparametric Bayesian Survival Models in a Demand Forecasting Application
Ta-Hsin Li, IBM Watson Research Center
2:05 PM

Locally-Adaptive Bayesian Nonparametric Models for Multivariate Processes in Phylodynamics
James Faulkner, University of Washington; Vladimir Minin, University of Washington
2:05 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

Nonparametric Bayes Multiresolution Testing for High-Dimensional Rare Events
Jyotishka Datta, University of Arkansas, Fayetteville; David Dunson, Duke University
2:45 PM

Bayesian Nonparametric Variable Selection for Optimal Treatment Decisions
Rui Li, North Carolina State University; Brian Reich, NCSU; Howard Bondell, NC State University
3:05 PM

Tree Based Weighted Learning for Estimating Individualized Treatment Rules with Censored Data
Yifan Cui, University of North Carolina at Chapel Hill; Ruoqing Zhu, University of Illinois Urbana-Champaign; Michael R Kosorok, University of North Carolina at Chapel Hill
3:20 PM

Estimation of the Variance of Nonparametric Trend Estimates from Time Series Replicates Using the Empirical Moment Generating Function
Sucharita Ghosh, Swiss Federal Research Institute WSL
3:35 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

Estimating the Number of Tax Returns Required to Be Filed: Nonparametric Methods to Address Respondent Rounding
Minsun Riddles, Westat; Sharon Lohr, Westat; J. Michael Brick, Westat; Patrick T. Langetieg, Internal Revenue Service; J. Mark Payne, Internal Revenue Service; Alan H. Plumley, Internal Revenue Service
4:25 PM

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

B-Spline Imputation Procedures for the Treatment of Item Nonresponse in Surveys
David Haziza, University of Montreal; Camelia Goga, Universite de Bourgogne
5:05 PM

Nonparametric Functional Calibration of Computer Models
Andrew Brown, Clemson University; Sez Atamturktur, Glenn Department of Civil Engineering, Clemson University
5:05 PM

Nonparametric estimation of time-variant quantiles and statistical models
Jessica Rudd, Kennesaw State University; Mohammed Chowdhury, Kennesaw State University
5:35 PM

Monday, 07/31/2017

Survival Prediction in Early-Stage Lung Cancer via Bayesian Model Averaging of Nonparametric Accelerated Failure Time Models
Kijoeng Nam, Merck; Nicholas Henderson, Johns Hopkins University ; Dai Feng, Merck

Coupling Geometry on Binary Bipartite Networks: Hypotheses Testing on Pattern Geometry and Nestedness
Jiahui Guan, University of California,Davis; Fushing Hsieh, University of California,Davis

Extending the Distributed Lag Model Framework to Evaluate Mixture Effects - a Nonparametric Approach
Ghalib Bello, Icahn School of Medicine at Mount Sinai

Sub-Group Analysis with Nonparametric Unimodal Symmetric Error Distribution
Yizhao Zhou; Ao Yuan, Georgetown University; Ming T Tan, Georgetown University

Detecting Local Closeness of Two Distribution Functions
Zhun Deng, Harvard; Jie Ding, Harvard; Vahid Tarokh, Harvard

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

Comparing Two Correlated ROC Curves: a Generalized Pivotal Quantity Approach
Yonggang Zhao, Skyview Research; Qianqiu Li, Johnson and Johnson

Efficient Multivariate Entropy Estimation Via k-Nearest Neighbour Distances
Thomas Berrett, University of Cambridge

A Nonparametric Bayesian Approach to Copula Estimation
Shaoyang Ning; Neil Shephard, Professor and Chair, Harvard Statistics Department

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

A Bayesian Mixture Model for Clustering and Selection of Feature Occurrence Rates Under Mean Constraints
Qiwei Li, Rice University; Michele Guindani, University of California, Irvine; Brian Reich, NCSU; Howard Bondell, NC State University; Marina Vannucci, Rice 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

On some distributional properties of hierarchical processes
Federico Camerlenghi, University of Bologna; Antonio Lijoi, Bocconi University; Igor Pruenster, Bocconi University

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

Nonparametric Modeling of Heavy-Tailed Distributions with Applications to Extreme Events
Todd Wilson, North Carolina State University; Sujit K Ghosh, North Carolina State University

Assessing Variable Importance Nonparametrically Using Machine Learning Techniques
Brian Williamson, University of Washington; Marco Carone, University of Washington Department of Biostatistics; Noah Simon, University of Washington; Peter Gilbert, Fred Hutchinson Cancer Research Center

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

Multiply Robust Nonparametric Multiple Imputation for the Treatment of Missing Data
Sixia Chen; David Haziza, University of Montreal
8:35 AM

The Need and Methods for Routine Inclusion of Model Uncertainty in Statistical Results
Hsin-wen Chang; Hariharan Iyer, National Institute of Standards and Technology; Yi-Ching Yao, Institute of Statistical Science, Academia Sinica
8:55 AM

A Nonparametric Bayesian Approach to Copula Estimation
Shaoyang Ning; Neil Shephard, Professor and Chair, Harvard Statistics Department
9:00 AM

Partial Identification Bounds and Path-Specific Effects: Two (More) Options When Faced with Exposure-Induced Confounding
Caleb Hilliard Miles, University of California, Berkeley; Ilya Shpitser, Johns Hopkins University; Phyllis Kanki, Harvard T.H. Chan School of Public Health; Seema Meloni, Harvard T.H. Chan School of Public Health; Eric Tchetgen Tchetgen, Harvard University
9:15 AM

Nonparametrics, Network Information and Efficient Estimation
Patrick Wolfe, University College London
9:25 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

On some distributional properties of hierarchical processes
Federico Camerlenghi, University of Bologna; Antonio Lijoi, Bocconi University; Igor Pruenster, Bocconi University
9:45 AM

Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals
Qian Guan, North Carolina State University; Brian Reich, NCSU; Eric Laber, North Carolina State University; Dipankar Bandyopadhyay, Virginia Commonwealth University
9:55 AM

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

Cancer Phylogenies and Nonparametric Clustering
Jeffrey Miller, Harvard School of Public Health; Scott Carter, Dana-Farber Cancer Institute
9:55 AM

A Nonparametric Approach for Partial Areas Under ROC Curves
Hanfang Yang, Renmin Univeristy of China; Kun Lu, Princeton University; Yichuan Zhao, Georgia State University
10:35 AM

Nonparametric Bayes Modeling of Populations of Networks
David Dunson, Duke University
10:35 AM

Nonparametric Modeling of Heavy-Tailed Distributions with Applications to Extreme Events
Todd Wilson, North Carolina State University; Sujit K Ghosh, North Carolina State University
10:45 AM

Modeling and Estimation of Contagion-Based Social Network Dependence with Time-To-Event Data
Lin Yu, North Carolina State University; Wenbin Lu, North Carolina State University
10:50 AM

Nonparametric Covariance Estimation for Longitudinal Data via Tensor Product Smoothing
Tayler Blake, Information Control Company; Yoonkyung Lee, The Ohio State University
10:50 AM

Circulant SSA: a New Automated Procedure for Signal Extraction with Applications to Business Cycle
Eva Senra, University of Alcala; Juan Bógalo, Universidad de Alcalá; Pilar Poncela, European Commission, Joint Research Centre (JRC)
10:50 AM

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

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

Testing Causative Hypotheses in Nonparametric Models with a Mismeasured or Coarsened Confounder
Wang Miao, Peking University; Lan Liu, University of Minnesota at Twin Cities
11:15 AM

Efficient Multivariate Entropy Estimation Via k-Nearest Neighbour Distances
Thomas Berrett, University of Cambridge
11:30 AM

Nonparametric Group Sequential Methods for Combined Endpoints of Recurrent and Terminal Events from Multiple Follow-up Windows
Meng Xia, University of Michigan; Susan Murray, University of Michigan; Nabihah Tayob, The University of Texas MD Anderson Cancer Center
11:50 AM

On Effect Sizes for Nonparametric Comparison of Censored Survival Outcomes
Yongzhao Shao, New York University-School of Medicine; Zhaoyin Zhu, NYU
11:50 AM

Gaussian Process Ensembles
Gregory Watson; Donatello Telesca, UCLA
11:50 AM

Nonparametric Estimation of Median Survival Times with Applications to Multisite or Multicenter Studies
Mohammad Rahbar, University of Texas Health Science Center at Houston; Sangbum Choi, Korea University; Chuan Hong, Havard University T. Chan School of Public Health; Liang Zhu, University of Texas Health Science Center at Houston; Sangchoon Jeon , Yale University; Joseph C. Gardiner , Michigan State University
12:05 PM

Instrumental Variable Methods for Censored Data
Douglas Lehmann, University of Miami; Yun Li, University of Michigan; Douglas Earl Schaubel, University of Michigan
2:05 PM

Robust Nonparametric Methods for Sparse and Complex Functional Data
Sara Lopez-Pintado, Columbia University
2:05 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

Tuesday, 08/01/2017

Pruning for Nonparametric Change Point Analysis
Wenyu Zhang, Cornell University; David S Matteson, Cornell University; Nicholas James, Cornell University

Bayesian Nonparametric Inference for Bivariate Mean Residual Life Functions
Taha Monfared, csuf office of graduate studies; Valerie Poynor, California State University, Fullerton

Combining Functional Data with Hierarchical Gaussian Process Models
Valerie Poynor, California State University, Fullerton; Stephan Munch, Southwest Fisheries Science Center

A New Nonparametric Estimation Method for multi-fractional Gaussian proces and Its Minimax Properties
Jinqi Shen, University of Michigan; Tailen Hsing, University of Michigan

A Gaussian Process Approach for Estimating Treatment Assignment Mechanisms
Brian Vegetabile, University of California, Irvine; Hal Stern, University of California, Irvine

Nonparametric Prediction and the Exoplanet Mass-Radius Relationship
Bo Ning, North Carolina State University

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

Coverage of Nonparametric Credible Sets
Subhashis Ghoshal, North Carolina State University
8:35 AM

Multi-Aspect Nonparametric Testing and Ranking on Mixed Distributions with Application to Image Analysis in Neuroanatomy
Livio Corain, University of Padova; Antonella Peruffo, University of Padova; Luigi Salmaso, University of Padova; Enrico Grisan, University of Padova; Jean-Marie Graïc, University of Padova
8:35 AM

Generated Effect Modifiers in Linear and Nonparametric Models
Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; Hyung Park, Columbia University; Zhe Su, New York University School of Medicine; R. Todd Ogden, Department of Biostatistics, Columbia University
9:00 AM

Stability, Uncertainty, and Bayesian Learning
Chris Holmes, University of Oxford
9:00 AM

Nonparametric Bootstrapping for Binary Hierarchical Data
Bei Wang
9:15 AM

On the Likelihood Ratio Test for Gaussian Mixtures Based on the Nonparametric Maximum Likelihood Estimator
Wenhua Jiang, Fudan University; Cun-Hui Zhang, Rutgers University
9:20 AM

A Gaussian Process Approach for Estimating Treatment Assignment Mechanisms
Brian Vegetabile, University of California, Irvine; Hal Stern, University of California, Irvine
9:55 AM

Testing the Conditional Mean Independence for Functional Data
Chung Eun Lee, University of Illinois-Urbana Champaign; Xianyang Zhang, Texas A&M University; Xiaofeng Shao, University of Illinois, At Urbana-Champaign
10:05 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

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

Nonparametric Variable Screening and Preselection for Functional Data with Application to Time Course Gene Expression Profiles
Jan Gertheiss, Clausthal University of Technology
10:55 AM

A New Distribution-free Phase II Shewhart Control Chart for Location
Yuhui Yao, University of Alabama; Subhabrata Chakraborti, University of Alabama
11:50 AM

Dirichlet Process Mixture of Elliptical Copulas
Jiali Wang, The Australian National University; Anton Westveld, The Australian National University; Bronwyn Loong, The Australian National University
2:05 PM

Novel Multivariate Change Detection and Localization Using Degree-K Nearest Neighbors
Matthew Hawks, US Naval Academy; Robert A Koyak, Naval Postgraduate School
2:05 PM

A Neighborhood Hypothesis Test for Functional Data with an Application to Ecological Data
Leif Ellingson, Texas Tech University; Dhanamalee Bandara, Texas Tech University; Souparno Ghosh, Texas Tech University
2:05 PM

A Wavelet-Based Nonparametric CUSUM Control Chart for Autocorrelated Processes with Applications to Network Surveillance
Daniel Jeske, University of California, Riverside; Jun Li, University of California, Riverside; Yangmei Zhou, University of California, Riverside
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

Testing for Model Adequacy in Censored Location-Scale Families
Sundarraman Subramanian, New Jersey Institute of Technology
2:20 PM

Nonparametric Inference via Bootstrapping the Debiased Estimator
Yen-Chi Chen, University of Washington
2:35 PM

Sensitivity Analysis for Longitudinal Clinical Trials with Nonmonotone Missingness
Antonio R Linero, Florida State University
2:45 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

Asymptotic Distribution Free Change-Point Detection for Modern Data
Lynna Chu, University of California, Davis; Hao Chen, University of California, Davis
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

Wednesday, 08/02/2017

Orthogonal Series Density Estimation for Complex Surveys
Shangyuan Ye, Oklahoma State University; Ye Liang, Oklahoma State University; Ahmad A. Ibrahim, Oklahoma State University
8:50 AM

Hierarchical Latent Factor Models for Improving the Prediction of Surgical Complications Across Hospitals
Elizabeth Lorenzi, Duke University; Katherine Heller, Duke University; Ricardo Henao, Duke University; Zhifei Sun, Duke University
9:35 AM

Nonparametric Confidence Regions for Density Level Sets
Wanli Qiao, George Mason University; Wolfgang Polonik, University of California, Davis
9:35 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

Nonparametric Multiple Comparisons with Effect Size Considerations
Kimihiro Noguchi, Western Washington University; Riley Abel, Western Washington University
10:35 AM

Adaptive Shrinkage in Polya Tree Type Models
Li Ma, Duke University
11:25 AM

Multiple Contrast Tests and Simultaneous Confidence Intervals in High-Dimensional Repeated Measures Designs
Frank Konietschke, University of Texas at Dallas
11:35 AM

Extending Multiple Imputation of a Clinical Trial Outcome to Nonparametric Methods
Kimberly Walters, Statistics Collaborative, Inc.; Lisa Weissfeld, Statistics Collaborative, Inc.
11:35 AM

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

Stratified Semiparametric Density Ratio Model
Moming Li, George Mason University; Guoqing Diao, George Mason University
2:20 PM

A Semi-parametric Bayesian Approach for Detection of Gene Expression Heterosis with RNA-Seq Data
Ran Bi, Iowa State University; Peng Liu, Iowa State University
2:35 PM

Nonparametric Methods for Irregularly Sampled Censored Data with Applications to Liver Transplant Allocations
Sujit K Ghosh, North Carolina State University; Bradley Turnbull, Apple Inc
2:45 PM

Bayesian Nonparametric Models for Identification of Differential Genomic Signatures
Chiyu Gu; Subharup Guha, University of Missouri; Veera Baladandayuthapani, University of Texas MD Anderson Cancer Center
2:50 PM

Manny Parzen and Nonparametric Data Science
Subhadeep Mukhopadhyay, Temple University
2:55 PM

Nonparametric Inference on a Monotone Covariate-Adjusted Dose-Response Curve
Ted Westling, University of Washington; Marco Carone, University of Washington Department of Biostatistics; Mark J van der Laan, University of California at Berkeley Division of Biostatistics
3:05 PM

Nonparametric Copula Estimation for Censored Data via Empirical Likelihood
Bin Dong
3:20 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

Using Ranked Set Sampling with Binary Outcomes in Cluster Randomized Designs
Mumu Wang, Southern Methodist University; Xinlei Wang, Southern Methodist University; Johan Lim, Seoul National University
9:15 AM

Estimating Heterogeneous Causal Effects: a Bayesian Nonparametric Approach
Xinyi Xu, Ohio State University; Ling Wang, Ohio State University; Bo Lu, The Ohio State University; Steven MacEachern, The Ohio State University
9:25 AM

Corporate Bankruptcy Prediction: a Penalized Semiparametric Index Hazard Model Approach
Shaobo Li, University of Cincinnati; Shaonan Tian, San Jose State University; Yan Yu, University of Cincinnati
9:35 AM

A Nonparametric Mixture of Semiparametric Bayesian Hierarchical Survival Models for Pathway Based Analysis
Lin Zhang, Virginia Tech; Inyoung Kim, Virginia Tech
9:35 AM

A Multinomial and a Uniform Unit-Level Model for Small Area Estimation
Donald Malec, National Center for Health Statistics
9:55 AM

Nonparametric Conditional Graphical Models with High-Dimensional Predictors
Yi Li, University of Michigan
9:55 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

Multivariate Nonparametric Tolerance Regions for Determining Reference Regions in Laboratory Medicine
Derek Young, University of Kentucky; Thomas Mathew, University of Maryland, Baltimore County
11:05 AM

A New Nonparametric Estimator of a Location Shift
Su Chen, University of Memphis
11:20 AM

Supervised Community Detection in Dark Networks
Yulia R. Gel, University of Texas at Dallas; Yahui Tian, University of Texas at Dallas
11:35 AM

What Do Interpolated Nonparametric Confidence Intervals for Population Quantiles Guarantee?
Yimin Zhang, Villanova University; Jesse Frey, Villanova University
11:35 AM

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

JSM 2017 Online Program

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