BART WITH TARGETED SMOOTHING: AN ANALYSIS OF PATIENT-SPECIFIC STILLBIRTH RISK
BART WITH TARGETED SMOOTHING: AN ANALYSIS OF PATIENT-SPECIFIC STILLBIRTH RISK
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Full title
Author / Creator
Publisher
Institute of Mathematical Statistics
Journal title
Language
English
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Publisher
Institute of Mathematical Statistics
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Scope and Contents
Contents
This article introduces BART with Targeted Smoothing, or tsBART, a new Bayesian tree-based model for nonparametric regression. The goal of tsBART is to introduce smoothness over a single target covariate t while not necessarily requiring smoothness over other covariates x. tsBART is based on the Bayesian Additive Regression Trees (BART) model, an e...
Alternative Titles
Full title
BART WITH TARGETED SMOOTHING: AN ANALYSIS OF PATIENT-SPECIFIC STILLBIRTH RISK
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Primary Identifiers
Record Identifier
TN_cdi_crossref_primary_10_1214_19_AOAS1268
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_1214_19_AOAS1268
Other Identifiers
ISSN
1932-6157
E-ISSN
1941-7330
DOI
10.1214/19-AOAS1268
