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Fits a piecewise exponential hazard to survival data using a Hierarchical Bayesian model with an Intrinsic Conditional Autoregressive formulation for the spatial dependency in the hazard rates for each piece. This function uses Metropolis- Hastings-Green MCMC to allow the number of split points to vary and also uses Stochastic Search Variable Selection to determine what covariates drive the risk of the event. This function outputs trace plots depicting the number of split points in the hazard and the number of variables included in the hazard. The function saves all posterior quantities to the desired path.
| Version: | 1.1.0 |
| Depends: | mvtnorm |
| Published: | 2017-01-26 |
| DOI: | 10.32614/CRAN.package.BayesPieceHazSelect |
| Author: | Andrew Chapple [aut, cre] |
| Maintainer: | Andrew Chapple <AndrewChapple21 at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | BayesPieceHazSelect results |
| Reference manual: | BayesPieceHazSelect.pdf |
| Package source: | BayesPieceHazSelect_1.1.0.tar.gz |
| Windows binaries: | r-devel: BayesPieceHazSelect_1.1.0.zip, r-release: BayesPieceHazSelect_1.1.0.zip, r-oldrel: BayesPieceHazSelect_1.1.0.zip |
| macOS binaries: | r-release (arm64): BayesPieceHazSelect_1.1.0.tgz, r-oldrel (arm64): BayesPieceHazSelect_1.1.0.tgz, r-release (x86_64): BayesPieceHazSelect_1.1.0.tgz, r-oldrel (x86_64): BayesPieceHazSelect_1.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.