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

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

doi:10.1007/978-3-319-12454-4_26

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

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

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

Resumen

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.

Idioma original	Inglés
Título de la publicación alojada	Interdisciplinary Bayesian Statistics, EBEB 2014
Editores	Adriano Polpo, Francisco Louzada, Marcelo Lauretto, Julio Michael Stern, Laura Letícia Ramos Rifo
Editorial	Springer New York LLC
Páginas	311-321
Número de páginas	11
ISBN (versión digital)	9783319124537
DOI	https://doi.org/10.1007/978-3-319-12454-4_26
Estado	Publicada - 2015
Publicado de forma externa	Sí
Evento	12th Brazilian Meeting on Bayesian Statistics, EBEB 2014 - Atibaia, Brasil Duración: 10 mar. 2014 → 14 mar. 2014

Serie de la publicación

Nombre	Springer Proceedings in Mathematics and Statistics
Volumen	118
ISSN (versión impresa)	2194-1009
ISSN (versión digital)	2194-1017

Conferencia

Conferencia	12th Brazilian Meeting on Bayesian Statistics, EBEB 2014
País/Territorio	Brasil
Ciudad	Atibaia
Período	10/03/14 → 14/03/14

Nota bibliográfica

Publisher Copyright:
© Springer International Publishing Switzerland 2015.

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10.1007/978-3-319-12454-4_26

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Bernedo Gonzales, J. F., Tomazella, V. L. D., & de Castro, M. (2015). Bayesian partition for variable selection in the power series cure rate model. En A. Polpo, F. Louzada, M. Lauretto, J. M. Stern, & L. L. R. Rifo (Eds.), Interdisciplinary Bayesian Statistics, EBEB 2014 (pp. 311-321). (Springer Proceedings in Mathematics and Statistics; Vol. 118). Springer New York LLC. https://doi.org/10.1007/978-3-319-12454-4_26

Bernedo Gonzales, Jhon Franky ; Tomazella, Vera L.D. ; de Castro, Mário. / Bayesian partition for variable selection in the power series cure rate model. Interdisciplinary Bayesian Statistics, EBEB 2014. editor / Adriano Polpo ; Francisco Louzada ; Marcelo Lauretto ; Julio Michael Stern ; Laura Letícia Ramos Rifo. Springer New York LLC, 2015. pp. 311-321 (Springer Proceedings in Mathematics and Statistics).

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title = "Bayesian partition for variable selection in the power series cure rate model",

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.",

author = "{Bernedo Gonzales}, {Jhon Franky} and Tomazella, {Vera L.D.} and {de Castro}, M{\'a}rio",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; null ; Conference date: 10-03-2014 Through 14-03-2014",

year = "2015",

doi = "10.1007/978-3-319-12454-4_26",

language = "Ingl{\'e}s",

series = "Springer Proceedings in Mathematics and Statistics",

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Bernedo Gonzales, JF, Tomazella, VLD & de Castro, M 2015, Bayesian partition for variable selection in the power series cure rate model. En A Polpo, F Louzada, M Lauretto, JM Stern & LLR Rifo (eds.), Interdisciplinary Bayesian Statistics, EBEB 2014. Springer Proceedings in Mathematics and Statistics, vol. 118, Springer New York LLC, pp. 311-321, 12th Brazilian Meeting on Bayesian Statistics, EBEB 2014, Atibaia, Brasil, 10/03/14. https://doi.org/10.1007/978-3-319-12454-4_26

Bayesian partition for variable selection in the power series cure rate model. / Bernedo Gonzales, Jhon Franky; Tomazella, Vera L.D.; de Castro, Mário.

Interdisciplinary Bayesian Statistics, EBEB 2014. ed. / Adriano Polpo; Francisco Louzada; Marcelo Lauretto; Julio Michael Stern; Laura Letícia Ramos Rifo. Springer New York LLC, 2015. p. 311-321 (Springer Proceedings in Mathematics and Statistics; Vol. 118).

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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T1 - Bayesian partition for variable selection in the power series cure rate model

AU - Bernedo Gonzales, Jhon Franky

AU - Tomazella, Vera L.D.

AU - de Castro, Mário

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2015.

PY - 2015

Y1 - 2015

N2 - 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.

AB - 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.

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DO - 10.1007/978-3-319-12454-4_26

M3 - Contribución a la conferencia

AN - SCOPUS:84924079529

T3 - Springer Proceedings in Mathematics and Statistics

SP - 311

EP - 321

BT - Interdisciplinary Bayesian Statistics, EBEB 2014

A2 - Polpo, Adriano

A2 - Louzada, Francisco

A2 - Lauretto, Marcelo

A2 - Stern, Julio Michael

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Y2 - 10 March 2014 through 14 March 2014

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Bernedo Gonzales JF, Tomazella VLD, de Castro M. Bayesian partition for variable selection in the power series cure rate model. En Polpo A, Louzada F, Lauretto M, Stern JM, Rifo LLR, editores, Interdisciplinary Bayesian Statistics, EBEB 2014. Springer New York LLC. 2015. p. 311-321. (Springer Proceedings in Mathematics and Statistics). doi: 10.1007/978-3-319-12454-4_26

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

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