Keyword Search
Legend:
CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Trees returned 29 record(s)
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Sunday, 07/30/2017
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Bayesian Causal Forests
Richard Hahn, University of Chicago; Jared S Murray, Carnegie Mellon University; Carlos Carvalho, University of Texas at Austin
2:05 PM
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Semiparametric Approaches to Bayesian Inference in Binary Instrumental Variable Models
Jared S Murray, Carnegie Mellon University
2:35 PM
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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
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Estimation of Henze-Penrose Mutual Information via Minimal Spanning Trees
Salimeh Yasaei Sekeh, EECS, University of Michigan ; Alfred Hero, EECS, University of Michigan
3:20 PM
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Analysis of Centrality in Sublinear Preferential Attachment Trees
Varun Suhas Jog, University of Wisconsin - Madison; Po-Ling Loh, UW-Madison
4:05 PM
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Model-Assisted Estimation with Regression Trees
Kelly McConville, Swarthmore College; Daniell Toth, US Bureau of Labor Statistics
4:05 PM
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Disseminating Agricultural Information via Twitter: Data Mining Content and Views
Tara Murphy, USDA NASS; Tyler Wilson, USDA NASS
4:05 PM
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Identifying Out of Business Records on the NASS List Frame Using Boosted Regression Trees
Gavin Corral, USDA NASS; Andrew Dau, USDA NASS
4:20 PM
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Central Limit Theorems and Hypothesis Tests for Random Forests
Lucas K Mentch, University of Pittsburgh; Giles J Hooker, Cornell University
4:30 PM
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Censoring Unbiased Regression Trees and Ensembles
Robert Strawderman, University of Rochester
4:55 PM
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Urban Analytics Using Tree Models
Shane Jensen, The Wharton School, University of Pennsylvania
5:20 PM
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Monday, 07/31/2017
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Need for New Statistical Methods to Save Lives on Highways
Eric Donnell, The Pennsylvania State University; R. J. Porter, VHB; Larry Cook, University of Utah; Raghavan Srinivasan, University of North Carolina - Highway Safety Research Center; Joseph Kufera, University of Maryland
8:35 AM
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Delayed Greedy Algorithm for Classification and Regression Trees
Kyle Caudle, South Dakota School of Mines and Technology; Larry Pyeatt, South Dakota School of Mines and Technology; Patrick Fleming, South Dakota School of Mines and Technology
9:20 AM
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CLASSIFICATION and REGRESSION TREES and FORESTS for INCOMPLETE DATA from SAMPLE SURVEYS
MoonJung Cho, U.S. Bureau of Labor Statistics; Wei-Yin Loh, University of Wisconsin-Madison; Yuanzhi Li, University of Wisconsin-Madison
9:35 AM
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SVM-CART for Disease Classification
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan; Brian Callaghan, University of Michigan
9:35 AM
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Posterior Concentration for Bayesian Regression Trees and their Ensembles
Veronika Rockova, University of Chicago; Stephanie van der Pas, Leiden University
10:35 AM
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There Has to Be an Easier Way: a Simple Alternative for Parameter Tuning of Supervised Learning Methods
Jill Lundell
10:35 AM
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Boosted Multivariate Trees for Longitudinal Data
Amol Pande; Liang Li, University of Texas MD Anderson Cancer Center; Jeevanantham Rajeswaran , Cleveland Clinic Foundation; John Ehrlinger, Cleveland Clinic Foundation; Udaya Kogalur, Cleveland Clinic Foundation; Eugene Blackstone , Cleveland Clinic Foundation; Hemant Ishwaran, University of Miami
11:20 AM
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Adjustments to Student Weights to Account for Student Nonresponse in the National Assessment of Educational Progress
John Riddles, Westat; Gonzalo Rivero, Westat; John Burke, Westat; Keith Rust, Westat
2:05 PM
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Wednesday, 08/02/2017
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A Novel Approach to Developing 5-Star Ratings for Home Health Care Systems
Kimberly Ault, RTI International; Laura Smith, RTI International; Harper Gordek, RTI International; Wayne Anderson, RTI International
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Adaptive Pruning for Random Forests: It Helps
Thomas Loughin, Simon Fraser University; Andrew Henrey, Simon Fraser University
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Assessing the Informational Content of Seasonality Tests by Random Forests of Conditional Inference Trees
Daniel Ollech, Deutsche Bundesbank; Karsten Webel, Deutsche Bundesbank
9:35 AM
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Adaptive Pruning for Random Forests: It Helps
Thomas Loughin, Simon Fraser University; Andrew Henrey, Simon Fraser University
9:35 AM
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A Novel Approach to Developing 5-Star Ratings for Home Health Care Systems
Kimberly Ault, RTI International; Laura Smith, RTI International; Harper Gordek, RTI International; Wayne Anderson, RTI International
9:40 AM
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Building Quantitative Structure?Activity Relationship Models Using Bayesian Additive Regression Trees
Dai Feng, Merck; Matthew Pratola, The Ohio State University; Robert McCulloch, Arizona State University; Vladimir Svetnik, Merck & Co., Inc.
9:50 AM
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Time Trend Analysis with Complex Survey Data
Morgan Earp, U.S. Bureau of Labor Statistics; Daniell Toth, US Bureau of Labor Statistics; Polly Phipps, Bureau of Labor Statistics; Charlotte Oslund, Bureau of Labor Statistics
9:55 AM
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Constructing Trees with Censored Survival Data
Madan Kundu, Novartis Oncology Pharmaceuticals - Florham Park, NJ
2:35 PM
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