Semiparametric Survival Analysis of 30-Day Hospital Readmissions with Bayesian Additive Regression Kernel Model

Semiparametric Survival Analysis of 30-Day Hospital Readmissions with Bayesian Additive Regression Kernel Model

In this paper, we introduce a kernel-based nonlinear Bayesian model for a right-censored survival outcome data set. Our kernel-based approach provides a flexible nonparametric modeling framework to explore nonlinear relationships between predictors with right-censored survival outcome data. Our prop...

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Bibliographic Details
Main Authors: Sounak Chakraborty, Peng Zhao, Yilun Huang, Tanujit Dey
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Stats
Subjects:
kernel method
Bayesian analysis
survival outcome
right censoring
hospital readmission
Online Access:https://www.mdpi.com/2571-905X/5/3/38

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