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Communications in Statistics - Simulation and Computation Volume 46, 2017 - Issue 8
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Original Articles

A simplified estimation procedure based on the EM algorithm for the power series cure rate model

Diego I. GallardoDepartamento de Matemáticas, Facultad de Ingeniería, Universidad de Atacama, Copiapó, ChileCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0001-8184-7403
ORCID Icon,
Jose S. RomeoDepartment of Mathematics, University of Santiago, Chile;SHORE and Whariki Research Centre, College of Health, Massey University, Auckland, New Zealand
&
Renate MeyerDepartment of Statistics, University of Auckland, New Zealand
Pages 6342-6359 | Received 06 Jul 2015, Accepted 31 May 2016, Published online: 13 Apr 2017

Citations (11)

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Read on this site (3)

Katherine Davies, Suvra Pal & Joynob A. Siddiqua. (2021) Stochastic EM algorithm for generalized exponential cure rate model and an empirical study. Journal of Applied Statistics 48:12, pages 2112-2135.
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Sameh Kessentini, Mariem Tounsi & Raoudha Zine. (2020) The Riesz probability distribution: Generation and EM algorithm. Communications in Statistics - Simulation and Computation 49:8, pages 2114-2133.
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Diego I. Gallardo, Yolanda M. Gómez & Mário de Castro. (2018) A flexible cure rate model based on the polylogarithm distribution. Journal of Statistical Computation and Simulation 88:11, pages 2137-2149.
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Articles from other publishers (8)

Márcia Brandão, Jeremias Leão, Diego Ignacio Gallardo & Marcelo Bourguignon. (2023) Cure rate models for heterogeneous competing causes. Statistical Methods in Medical Research.
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Leonardo Barrios-Blanco, Diego I. Gallardo, Héctor J. Gómez & Marcelo Bourguignon. (2023) A Compound Class of Inverse-Power Muth and Power Series Distributions. Axioms 12:4, pages 383.
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Diego I. Gallardo, Yolanda M. Gómez, Héctor J. Gómez, María José Gallardo-Nelson & Marcelo Bourguignon. (2023) The Slash Half-Normal Distribution Applied to a Cure Rate Model with Application to Bone Marrow Transplantation. Mathematics 11:3, pages 518.
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Suvra Pal. (2021) A simplified stochastic EM algorithm for cure rate model with negative binomial competing risks: An application to breast cancer data. Statistics in Medicine 40:28, pages 6387-6409.
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Diego I. Gallardo, Mário de Castro & Héctor W. Gómez. (2021) An Alternative Promotion Time Cure Model with Overdispersed Number of Competing Causes: An Application to Melanoma Data. Mathematics 9:15, pages 1815.
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Pilar A. Rivera, Enrique Calderín-Ojeda, Diego I. Gallardo & Héctor W. Gómez. (2021) A Compound Class of the Inverse Gamma and Power Series Distributions. Symmetry 13:8, pages 1328.
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Jeremias Leão, Marcelo Bourguignon, Diego I. Gallardo, Ricardo Rocha & Vera Tomazella. (2020) A new cure rate model with flexible competing causes with applications to melanoma and transplantation data. Statistics in Medicine 39:24, pages 3272-3284.
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Diego I Gallardo, Yolanda M Gómez, Héctor W Gómez & Mário de Castro. (2019) On the use of the modified power series family of distributions in a cure rate model context. Statistical Methods in Medical Research 29:7, pages 1831-1845.
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