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2013 | OriginalPaper | Chapter

Generalized Logit-Based Proportional Hazards Models and Their Applications in Survival and Reliability Analyses

Authors : N. Balakrishnan, M. C. Pardo, M. L. Avendaño

Published in: Stochastic Reliability and Maintenance Modeling

Publisher: Springer London

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Abstract

We introduce a flexible family of generalized logit-based regression models for survival and reliability analyses. We present its parametric as well as its semiparametric versions. The method of maximum likelihood and the partial likelihood approach are applied to estimate the parameters of the parametric and semiparametric models, respectively. This new family of models is illustrated with male laryngeal cancer data and compared with Cox regression.

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next chapter Design of Reliability Test Plans: An Overview
Literature
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Metadata
Title
Generalized Logit-Based Proportional Hazards Models and Their Applications in Survival and Reliability Analyses
Authors
N. Balakrishnan
M. C. Pardo
M. L. Avendaño
Copyright Year
2013
Publisher
Springer London
Book
Stochastic Reliability and Maintenance Modeling

Print ISBN: 978-1-4471-4970-5

Electronic ISBN: 978-1-4471-4971-2

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-1-4471-4971-2_1