Abstract
In this last chapter, we discuss various other topics in Bayesian survival analysis. Specifically, we discuss semiparametric proportional hazards models built from monotone function, accelerated failure time models, Dirichlet process and Polya tree priors in survival analysis, Bayesian survival analysis using multivariate adaptive regression splines (MARS), change point models, poly-Weibull models, hierarchical survival models using neural networks, Bayesian model diagnostics, and future research topics.
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© 2001 Springer Science+Business Media New York
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Ibrahim, J.G., Chen, MH., Sinha, D. (2001). Other Topics. In: Bayesian Survival Analysis. Springer Series in Statistics. Springer, New York, NY. https://doi.org/10.1007/978-1-4757-3447-8_10
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DOI: https://doi.org/10.1007/978-1-4757-3447-8_10
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4419-2933-4
Online ISBN: 978-1-4757-3447-8
eBook Packages: Springer Book Archive