Download e-book for iPad: Bayesian Analysis of Failure Time Data Using P-Splines by Matthias Kaeding

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By Matthias Kaeding

Matthias Kaeding discusses Bayesian tools for examining discrete and non-stop failure occasions the place the influence of time and/or covariates is modeled through P-splines and extra simple functionality expansions, permitting the alternative of linear results via extra normal services. The MCMC method for those types is gifted in a unified framework and utilized on facts units. between others, present algorithms for the grouped Cox and the piecewise exponential version less than period censoring are mixed with an information augmentation step for the purposes. the writer indicates that the ensuing Gibbs sampler works good for the grouped Cox and is in simple terms sufficient for the piecewise exponential model.

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Bayesian Analysis of Failure Time Data Using P-Splines (BestMasters) by Matthias Kaeding


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