Keyword Search
Legend:
CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: trees returned 35 record(s)
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Monday, 07/30/2018
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Individualized Treatment for Time-To-Event Outcomes with BART
Brent Logan, Medical College of Wisconsin
8:35 AM
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Evaluation of Nonresponse Adjustment Options on the National Health and Nutrition Examination Survey
William Cecere, Westat; Minsun Riddles, Westat; Te-Ching Chen, National Center for Health Statistics
9:20 AM
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Bayesian Regression Tree Ensembles That Adapt to Smoothness and Sparsity
Antonio Ricardo Linero, Florida State University; Yun Yang, Florida State University
9:25 AM
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Estimating Propensity of Survey Response by Mode Type Using Regression Trees
Gavin Corral, USDA NASS; Tyler Wilson, USDA NASS
9:50 AM
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Likelihood Estimation of Large Species Trees from Multiple Samples Per Species, Using the Coalescent Process
Arindam RoyChoudhury, Cornell University
10:55 AM
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Moral Hazard Effects of Bank Resolution Policies: Inferences from a Bayesian Nonparametric Study
Padma Sharma, UC Irvine
11:20 AM
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Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees
Rosangela Loschi, Universidade Federal de Minas Gerais; Leonardo Teixeira, Purdue University; Renato Assunção , Universidade Federal de Minas Gerais
2:05 PM
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Strategies for Minimizing Unequal Weighting Effects in Two-Phase Sampling for Nonresponse
Dan Liao, RTI International; Paul Biemer, RTI Internatinoal; Darryl Cooney, RTI International
2:50 PM
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Tree-Based Doubly-Robust Nonparametric Multiple Imputation
Darryl Creel
3:15 PM
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Tuesday, 07/31/2018
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Preventing False Discovery of Heterogeneous Treatment Effect Subgroups in Randomized Trials
Joseph Rigdon, Stanford University; Michael Baiocchi, Stanford University; Sanjay Basu, Stanford University School of Medicine
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Predicting Invasive Species Richness with Boosted Regression Trees
Namaluba Malawo, Purdue University; Gabriela Nunez, Purdue University; Songlin Fei, Purdue University
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Using the R Package: Recursive Partitioning for Modeling Survey Data (RPMS)
Daniell Toth, Bureau of Labor Statistics
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Development and Comparison of Predictive Models for Woody Breast in Commercial Broilers
Andy Mauromoustakos, Univ. of Arkansas; JUAN P CALDAS-CUEVA, University of Arkansas; CASEY OWENS-HANNING, University of Arkansas
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SuperLearning and Tree-Regression for Developing Treatment Rules That Optimize Health Outcomes
Andre Kurepa Waschka, University of California, Berkeley
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Tree-Based Doubly-Robust Nonparametric Multiple Imputation
Darryl Creel
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Distributional Trees and Forests
Lisa Schlosser, University of Innsbruck; Torsten Hothorn, University of Zurich; Reto Stauffer, University of Innsbruck; Achim Zeileis, University of Innsbruck
9:15 AM
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Beyond the Bagg: Consistent Importance Intervals for Random Forest Predictors
Lucas Mentch, University of Pittsburgh; Giles Hooker, Cornell University
9:35 AM
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On the Asymptotics of Tree-Based Survival Models
Ruoqing Zhu, University of Illinois Urbana-Champaign; Yifan Cui, University of North Carolina at Chapel Hill; Michael Kosorok, University of North Carolina at Chapel Hill; Mai Zhou, University of Kentucky
9:55 AM
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Multidimensional Monotonicity Discovery with MBART
Edward George, Wharton, University of Pennsylvania; Robert McCulloch, Arizona State University; Hugh Chipman, Acadia University; Tom Shively, University of Texas at Austin
11:05 AM
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Wednesday, 08/01/2018
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Longitudinal Regression Trees: An Application to Environmental Exposure and Growth
Brianna Heggeseth, Macalester College; Anna Neufeld, Williams College
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Variable Selection and Cluster Identification Using Mixture of Regression Trees
Emanuele Mazzola, Dana-Farber Cancer Institute; Mahlet Tadesse, Georgetown University; Giovanni Parmigiani , Harvard T.H. Chan School of Public Health / Dana-Farber Cancer Institute
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Longitudinal Regression Trees: An Application to Environmental Exposure and Growth
Brianna Heggeseth, Macalester College; Anna Neufeld, Williams College
9:05 AM
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Variable Selection and Cluster Identification Using Mixture of Regression Trees
Emanuele Mazzola, Dana-Farber Cancer Institute; Mahlet Tadesse, Georgetown University; Giovanni Parmigiani , Harvard T.H. Chan School of Public Health / Dana-Farber Cancer Institute
9:15 AM
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Iterative Random Forests (IRF) to Discover Predictive and Stable High-Order Interactions
Bin Yu, UC Berkeley; Sumanta Basu, Cornell University; Karl Kumbier, UC Berkeley; Ben Brown, LBNL and University of Birmingham
9:50 AM
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Regression Trees and Ensemble Methods for Multivariate Outcomes
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan
10:35 AM
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Calibrating Big Data for Population Inference: Applying Quasi-Randomization Approach to Naturalistic Driving Data Using Bayesian Additive Regression Trees
Ali Rafei, University of Michigan; Michael Elliott, University of Michigan; Carol A.C. Flannagan, University of Michigan, Transport Research Institute
10:35 AM
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The GUIDE Approach to Missing Data
Wei-Yin Loh, University of Wisconsin
11:35 AM
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Optimization of Decision Trees by Delaying the Split Decision
Kyle Caudle, South Dakota School of Mines and Technology; Larry Pyeatt, South Dakota School of Mines and Technology; Christer Karlsson, South Dakota School of Mines and Technology; Randy Hoover, South Dakota School of Mines and Technology
2:35 PM
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Classification of Walking and Stair Climbing Based on Raw Accelerometry Data
William Fadel, Indiana University; Jacek K Urbanek, Johns Hopkins University; Steven R Albertson, Indiana University ; Xiaochun Li, Indiana University; Andrea K Chomistek, Indiana University; Jaroslaw Harezlak, Indiana University Bloomington
2:45 PM
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Can We Compute an Optimal Sparse Decision Tree?
Cynthia Rudin, Duke University; Elaine Angelino, Berkeley; Nicholas Larus-Stone, Cambridge; Margo Seltzer, Harvard; Daniel Alabi, Harvard
3:05 PM
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Thursday, 08/02/2018
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Those Who Escaped Must Be Captured: Deconstructing Phylogenies and Transmission Trees in Infectious Disease Epidemiology
Eben Kenah, The Ohio State University School of Public Health
8:55 AM
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Inference for Recursive Trees
Nicolas Fraiman, University of North Carolina at Chapel Hill; Shankar Bhamidi, University of North Carolina at Chapel Hill; Andrew B Nobel, University of North Carolina at Chapel Hill; Ruituo Fan, University of North Carolina at Chapel Hill
9:00 AM
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Estimation and Comparison of Transmission Trees Using Sequence Data
Michelle Kendall, Oxford University; Caroline Colijn, Simon Fraser University
9:15 AM
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"Robust-Squared" Imputation Models Using BART
Yaoyuan Tan, University of Michigan; Carol A.C. Flannagan, University of Michigan, Transport Research Institute; Michael Elliott, University of Michigan
11:20 AM
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