Keyword Search
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CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Variable Importance returned 9 record(s)
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Monday, 07/29/2019
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Comparing Variance-Based Versus Count Methods for Determining Variable Activity in Bayesian Additive Regression Trees
Akira Horiguchi, The Ohio State University
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Combining Machine Learning and Statistical Modeling to Identify Risk Factors of Hospital Mortality and Directionality for Patients with Acute Respiratory Distress Syndrome (ARDS)
Meng Zhang, Feinstein Institute for Medical Research; Michael Qiu, Feinstein Institue for Medical Research; Molly Stewart, Feinstein Institue for Medical Research; Jamie Hirsch, Feinstein Institue for Medical Research; Negin Hajizadeh, Feinstein Institue for Medical Research
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A Generalized Framework for High-Dimensional Inference Using Leave-One-Covariate-Out LASSO Path
Xiangyang Cao, University of South Carolina; Karl Gregory, University of South Carolina; Dewei Wang, University of South Carolina
9:50 AM
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Understanding the Effects of Predictor Variables in Black-Box Supervised Learning Models
Daniel W Apley, Northwestern University
2:05 PM
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Wednesday, 07/31/2019
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Robust Inference on the Causal Effects of Stochastic Interventions Under Two-Phase Sampling, with Applications in Vaccine Efficacy Trials
Nima Hejazi, UC Berkeley
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Cross Validation Importance Learning
Chenglong Ye, University of Minnesota; Yuhong Yang, University of Minnesota
9:05 AM
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A Unified Approach to Nonparametric Variable Importance Assessment
Brian Williamson, University of Washington; Noah Simon, University of Washington; Marco Carone, University of Washington
11:15 AM
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VIVID - Visualisation of Variable Importance Differences for Improved Understanding of Parkinson's Disease
Samuel Mueller, The University of Sydney; Connor Smith, University of Sydney; Boris Guennewig, University of Sydney
12:15 PM
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