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Sunday, 08/04/2013
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Privacy-Preserving Record Linkage and Privacy-Preserving Blocking for Large Files with Cryptographic Keys using Multibit Trees
Rainer Schnell, University of Duisburg-Essen
4:30 PM
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Subgroup Identification in Randomized Clinical Trial Data Using Random Forests and Regression Trees
Jared Foster, University of Michigan; Jeremy Taylor, University of Michigan; Bin Nan, University of Michigan
5:05 PM
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A Bayesian Regression Tree Approach to Identify the Effect of Nanoparticles Properties on Toxicity Profiles
Cecile Low-Kam, University of California, Los Angeles; Donatello Telesca, University of California at Los Angeles; Zhaoxia Ji, University of California, Los Angeles; Haiyuan Zhang, University of California, Los Angeles; Tian Xia, University of California, Los Angeles; Jeffrey I. Zink, University of California, Los Angeles; Andre E. Nel, University of California, Los Angeles
5:05 PM
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Monday, 08/05/2013
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Bayesian Additive Regression Trees for Variable Selection in Biological Data
Shane T. Jensen, The Wharton School, University of Pennsylvania; Justin Bleich, Wharton School, UPenn; Adam Kapelner, Statistics Department, The Wharton School at University of Pennsylvania; Edward George, Wharton University of Pennsylvania
2:05 PM
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Generating CHAID Trees on Large and Distributed Data
Damir Spisic, IBM; Jing Xu, IBM; Xue Ying Zhang, IBM
2:50 PM
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Boosting with Fully Grown Trees
J. Brian Gray, University of Alabama; Jie Xu, University of Alabama
3:35 PM
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Tuesday, 08/06/2013
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Inference for Supervised Learning: Regression Trees and CLTs
Lucas Mentch, Cornell University; Giles Hooker, Cornell University
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Survival Trees for Discrete Failure Times
Matthias Schmid, University of Erlangen-Nuremberg; Helmut Küchenhoff, University of Munich; Gerhard Tutz, University of Munich
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Survival Trees and Forest for Thyroid Cancer Prognostication
Mousumi Banerjee, University of Michigan; Daniel Muenz, University of Michigan; Megan Haymart, University of Michigan
2:45 PM
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Approaches to Modeling the Characteristics of Undeliverable-as-Addressed Addresses in the American Community Survey
Kristen Cyffka, U.S. Census Bureau; Steven P. Hefter, U.S. Census Bureau
3:05 PM
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Nonparametric Estimation of Phylogenetic Tree Distributions
Grady Weyenberg, University of Kentucky
3:20 PM
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Wednesday, 08/07/2013
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Mixed Effects Trees and Random Forests for Clustered Data
Ahlem Hajjem, ESG UQAM; François Bellavance, HEC Montréal; Denis Larocque, HEC Montréal
10:35 AM
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Identifying and Comparing Characteristics of Nonrespondents throughout the Data Collection Process
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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Branching Out with Level Set Trees: Generalizing Beyond Densities and Enabling Interactive Data Analysis
Brian P. Kent, Carnegie Mellon University Department of Statistics; Alessandro Rinaldo, Carnegie Mellon University; Timothy Verstynen, Carnegie Mellon University Dept of Psychology and Ctr for the Neural Basis of Cognition
11:05 AM
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Maximum Entropy Summary Trees
Kenneth Shirley, AT&T Labs; Howard Karloff, AT&T Labs
11:20 AM
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Regression Trees and Forests for Nonhomogeneous Poisson Process
Walid Mathlouthi; Denis Larocque, HEC Montréal; Marc Fredette, HEC Montreal
2:35 PM
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