Matthias Kaeding's 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 reading discrete and non-stop failure occasions the place the impression of time and/or covariates is modeled through P-splines and extra uncomplicated functionality expansions, permitting the alternative of linear results through extra common services. The MCMC method for those versions is gifted in a unified framework and utilized on info units. between others, current algorithms for the grouped Cox and the piecewise exponential version less than period censoring are mixed with a knowledge augmentation step for the purposes. the writer exhibits 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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