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Keyword Search Criteria: Regression Tree returned 18 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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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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Model-Assisted Regression Tree Estimator in the Occupational Employment Statistics Survey
Daniell Toth, Bureau of Labor Statistics; Kelly McConville, Swarthmore College
11:35 AM
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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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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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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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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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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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Conditional Quantile Regression Tree/Random Forest
Huichen Zhu; Ying Wei, Columbia University
11:35 AM
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Thursday, 08/02/2018
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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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