Read e-book online Bayesian Analysis of Failure Time Data Using P-Splines PDF

By Matthias Kaeding

ISBN-10: 3658083921

ISBN-13: 9783658083922

Matthias Kaeding discusses Bayesian tools for examining discrete and non-stop failure instances the place the influence of time and/or covariates is modeled through P-splines and extra simple functionality expansions, permitting the substitute of linear results by way of extra basic features. The MCMC method for those types is gifted in a unified framework and utilized on info units. between others, latest algorithms for the grouped Cox and the piecewise exponential version below period censoring are mixed with a knowledge augmentation step for the purposes. the writer indicates that the ensuing Gibbs sampler works good for the grouped Cox and is basically enough 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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