Bayesian partition for variable selection in the power series cure rate model

Jhon Franky Bernedo Gonzales, Vera L.D. Tomazella, Mário de Castro

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this chapter we present a model of survival with a cure fraction where a feature of the model is that variable selection is performed by Bayesian partition model. To this end we consider a orthogonal hyperplane tessellation to obtain a local structure on space covariates. The proposed model is based on the promotion time where the number of competitive causes follows a power series distribution.

Original languageEnglish
Title of host publicationInterdisciplinary Bayesian Statistics, EBEB 2014
EditorsAdriano Polpo, Francisco Louzada, Marcelo Lauretto, Julio Michael Stern, Laura Letícia Ramos Rifo
PublisherSpringer New York LLC
Pages311-321
Number of pages11
ISBN (Electronic)9783319124537
DOIs
StatePublished - 2015
Externally publishedYes
Event12th Brazilian Meeting on Bayesian Statistics, EBEB 2014 - Atibaia, Brazil
Duration: 10 Mar 201414 Mar 2014

Publication series

NameSpringer Proceedings in Mathematics and Statistics
Volume118
ISSN (Print)2194-1009
ISSN (Electronic)2194-1017

Conference

Conference12th Brazilian Meeting on Bayesian Statistics, EBEB 2014
Country/TerritoryBrazil
CityAtibaia
Period10/03/1414/03/14

Bibliographical note

Publisher Copyright:
© Springer International Publishing Switzerland 2015.

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