Keyword Search
Sessions Were Renumbered as of May 19.
Legend:
CC-W = McCormick Place Convention Center, West Building, CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago, UC= Conference Chicago at University Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Tree returned 51 record(s)
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Monday, 08/01/2016
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Predicting Human Driving Behavior to Help Driverless Vehicles Drive: Random Intercept Bayesian Additive Regression Trees
Yaoyuan Vincent Tan, University of Michigan; Carol A. C. Flannagan, University of Michigan Transport Research Institute; Michael Elliott, University of Michigan
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Using Wavelets to Discover Relationships Among Tree-Ring Records
Megan Heyman, Rose-Hulman Institute of Technology; Snigdhansu Chatterjee, University of Minnesota - Twin Cities; Scott St. George, University of Minnesota
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Sequential Policy Making in Management of Emerging Infectious Disease with Monte Carlo Tree Search
Sihan Wu, North Carolina State University
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BART for Classification
Robert B. Gramacy, The University of Chicago
8:35 AM
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Dispersion Modeling with an Ensemble of Trees
Hugh Chipman, Acadia University; Matthew Pratola, The Ohio State University; Robert McCulloch, The University of Chicago; Edward I. George, The Wharton School
9:00 AM
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Using Wavelets to Discover Relationships Among Tree-Ring Records
Megan Heyman, Rose-Hulman Institute of Technology; Snigdhansu Chatterjee, University of Minnesota - Twin Cities; Scott St. George, University of Minnesota
9:00 AM
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Sequential Policy Making in Management of Emerging Infectious Disease with Monte Carlo Tree Search
Sihan Wu, North Carolina State University
9:05 AM
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Environmental Stressors, Health Outcomes, and Bayesian Regression Trees
Gregory Watson, University of California at Los Angeles; Donatello Telesca, University of California at Los Angeles
9:05 AM
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Residual-Based Trees for Clustered Binary Data
Mousumi Banerjee, University of Michigan; Rong Xia, University of Michigan
9:15 AM
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Bayesian Additive Regression Trees: Extensions and Embedding in Complex Models
Jared S. Murray, Carnegie Mellon University
9:50 AM
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Tree-Like Structure Classification Based on Distance Matrix LU Decomposition with Application to Galaxy Profile Data
Jianan Hui, University of California at Riverside; Xinping Cui, University of California at Riverside; James Flegal, University of California at Riverside; Miguel Aragon-Calvo, University of California at Riverside
10:05 AM
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Nonparametric Survival Analysis Using Bayesian Additive Regression Trees (BART)
Rodney Sparapani, Medical College of Wisconsin; Brent Logan, Medical College of Wisconsin; Robert McCulloch, The University of Chicago; Purushottam Laud, Medical College of Wisconsin
10:50 AM
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Predicting Human Driving Behavior to Help Driverless Vehicles Drive: Random Intercept Bayesian Additive Regression Trees
Yaoyuan Vincent Tan, University of Michigan; Carol A. C. Flannagan, University of Michigan Transport Research Institute; Michael Elliott, University of Michigan
10:55 AM
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Bayesian Additive Regression Trees (BART) and Precision Medicine
Brent Logan, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Robert McCulloch, The University of Chicago; Purushottam Laud, Medical College of Wisconsin
11:05 AM
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Sequential BART for Imputation of Missing Covariates
Dandan Xu, University of Florida; Michael Daniels, The University of Texas at Austin; Almut G. Winterstein, University of Florida
11:15 AM
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Receiver Operating Characteristic Analysis Under Tree Orderings of Disease Classes
Dan Wang, SUNY Buffalo; Lili Tian, SUNY Buffalo; Kristopher Attwood, Roswell Park Cancer Institute
2:05 PM
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Survival Trees for Left-Truncated and Right-Censored Data, with Application to Time-Varying Covariate Data
Wei Fu; Jeffrey Simonoff, New York University
2:05 PM
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Statistics on Tumor Images Using Trees and Shapes of Parameterized Curves
Karthik Bharath, University of Nottingham; Veera Baladandayuthapani, MD Anderson Cancer Center; Arvind Rao, MD Anderson Cancer Center; Sebastian A. Kurtek, The Ohio State University; Dipak Dey, University of Connecticut
2:25 PM
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Brownian Motion Tree Models: Theory and Applications
Caroline Uhler, MIT
2:45 PM
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Some Ideas Left Out of CART
Padraic Grantier Neville, SAS Institute
2:55 PM
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Tuesday, 08/02/2016
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Machine Learning Applications for Survey Design, Collection, and Adjustment: Going Beyond the Trees to See Clusters, Forests, and Neighbors
Trent Buskirk, Marketing Systems Group
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Computationally Tractable Approximate and Smoothed Polya Trees
William Cipolli, Colgate University; Timothy Hanson, University of South Carolina
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Empirical Evaluation of Bayesian Network Classifiers
Weihua Shi, SAS Institute
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C.Logic: An Algorithm to Classify Dichotomous Disease Outcomes Using Interactions Between Dichotomous and Continuous Predictors
Sybil Prince Nelson
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Improved Phylogenetic Ordinations for Microbiome Data
Julia Fukuyama, Stanford University
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A Random Forest of Modified Interaction Trees for Treatment Decision Rules
Zhen Zeng, Merck; Zheng Wei, Sanofi US; Yuefeng Lu, Sanofi US
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Depth Functions and Medians on the Minimal Spanning Tree
Reza Modarres, The George Washington University
9:05 AM
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MiCAM: A Powerful Microbial Association Test and Its Comprehensive Mapping Capability
Hyunwook Koh, New York University; Martin J. Blaser, New York University; Huilin Li , New York University Langone Medical Center
9:35 AM
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Constructing Generalized Variance Functions with Linear Regression Trees
Greg Erkens, Bureau of Labor Statistics
9:35 AM
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Using Regression Trees to Model Characteristics of Nonresponse and Measurement Error in a Longitudinal Survey
Morgan Earp, Bureau of Labor Statistics; Daniell Toth, Bureau of Labor Statistics; Polly Phipps, Bureau of Labor Statistics; Charlotte Oslund, Bureau of Labor Statistics
10:35 AM
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A Random Forest of Modified Interaction Trees for Treatment Decision Rules
Zhen Zeng, Merck; Zheng Wei, Sanofi US; Yuefeng Lu, Sanofi US
10:35 AM
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Classification and Regression Tree Modeling of Correlated Binary Outcomes
Jaime Speiser, Medical University of South Carolina; Valerie Durkalski-Mauldin, Medical University of South Carolina; Dongjun Chung, Medical University of South Carolina; Bethany Wolf, Medical University of South Carolina
10:50 AM
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Modeling Survey Data with Regression Trees
Daniell Toth, Bureau of Labor Statistics
10:55 AM
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Improved Phylogenetic Ordinations for Microbiome Data
Julia Fukuyama, Stanford University
11:20 AM
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An Approach to the Multivariate Two-Sample Problem Using Classification and Regression Trees and Minimum-Weight Spanning Subgraphs
David Ruth; Samuel Buttrey, Naval Postgraduate School; Lyn Whitaker, Naval Postgraduate School
11:20 AM
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Selecting Decision Rules from Tree Ensembles
Damir Spisic, IBM; Jing Xu, IBM
11:50 AM
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Multi-Class ROC Tree and Random Forest for Imbalanced Data Classification
Jiaju Yan, SUNY Stony Brook; Wei Zhu, SUNY Stony Brook; Bowen Song, Ocean University of China
2:20 PM
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Analysis of Methane Data Collected by Google Street View Vehicles
Zachary Weller; Jennifer Hoeting , Colorado State University; Adam Gaylord, Colorado State University; Joe von Fischer, Colorado State University
2:50 PM
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Nonparametric Hypothesis Testing of the Human Microbiome Using Evolutionary Trees
Martina Mincheva, Temple University; Hongzhe Li, University of Pennsylvania; Jun Chen, Mayo Clinic
3:35 PM
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Wednesday, 08/03/2016
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Finding the 'Best' Measurement of Body Weight Status Was Difficult with Missing Data
Liyun Zhang, Medical College of Wisconsin; Michele Polfuss, University of Wisconsin - Milwaukee; Kathleen J. Sawin, University of Wisconsin - Milwaukee; Pippa Simpson, Medical College of Wisconsin
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Doubly Robust Regression Trees Under Competing Risks
Youngjoo Cho, University of Rochester Medical Center; Robert Strawderman, University of Rochester Medical Center
9:35 AM
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Efficient Bayesian Posterior Sampling for Massive Data Sets
Reihaneh Entezari; Radu V. Craiu, University of Toronto; Jeffrey S. Rosenthal, University of Toronto
10:50 AM
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Statistical Methods for Integrating the Phylogenetic Tree in Microbiome Data Analysis
Jun Chen, Mayo Clinic; Jian Xiao, Mayo Clinic
11:00 AM
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Learning About Nonrespondents' Characteristics Using Standard Exploratory Data Analysis (EDA) Tools
MoonJung Cho, Bureau of Labor Statistics; Larry Lang, Bureau of Labor Statistics
3:20 PM
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Thursday, 08/04/2016
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Dynamic Weighted Average Approach for Predicting Street Parking Availability
Yi Hua, University of Illinois at Chicago; Ouri E. Wolfson, University of Illinois at Chicago; Xudong Lin, South China Agricultural University; Jie Yang, University of Illinois at Chicago
9:20 AM
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Creating a Biomarker Signature for a Companion Diagnostic Using Bootstrapping and Aggregating Thresholds from Tree-Based Models
Raj Chandran
9:35 AM
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Efficient Methods for Fitting Bayesian Semiparametric Models to Partly Interval-Censored Data
Haiming Zhou, Northern Illinois University; Timothy Hanson, University of South Carolina
9:50 AM
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Optimal Decision Rule for Multiple Biomarkers Combined as Tree-Based Classifiers
Yuxin Zhu, The Johns Hopkins University; Mei-Cheng Wang, The Johns Hopkins University
10:05 AM
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Scalable Bayesian Variable Selection and Model Averaging Under Block Orthogonal Design
Omiros Papaspiliopoulos; David Rossell, University of Warwick
10:05 AM
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A Case Study on the Use of Propensity Score Adjustments with Web Survey Data
Van Parsons, CDC/NCHS
11:35 AM
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