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Provides a suite of functions that fit models that use PPM type priors for partitions. Models include hierarchical Gaussian and probit ordinal models with a (covariate dependent) PPM. If a covariate dependent product partition model is selected, then all the options detailed in Page, G.L.; Quintana, F.A. (2018) <doi:10.1007/s11222-017-9777-z> are available. If covariate values are missing, then the approach detailed in Page, G.L.; Quintana, F.A.; Mueller, P (2020) <doi:10.1080/10618600.2021.1999824> is employed. Also included in the package is a function that fits a Gaussian likelihood spatial product partition model that is detailed in Page, G.L.; Quintana, F.A. (2016) <doi:10.1214/15-BA971>, and multivariate PPM change point models that are detailed in Quinlan, J.J.; Page, G.L.; Castro, L.M. (2023) <doi:10.1214/22-BA1344>. In addition, a function that fits a univariate or bivariate functional data model that employs a PPM or a PPMx to cluster curves based on B-spline coefficients is provided.
| Version: | 0.3.4 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Matrix |
| Suggests: | cluster |
| Published: | 2023-07-16 |
| DOI: | 10.32614/CRAN.package.ppmSuite |
| Author: | Garritt L. Page [aut, cre, cph], Jose J. Quinlan [aut, cph], S. McKay Curtis [ctb, cph], Radford M. Neal [ctb, cph] |
| Maintainer: | Garritt L. Page <page at stat.byu.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| NeedsCompilation: | yes |
| In views: | MissingData |
| CRAN checks: | ppmSuite results |
| Reference manual: | ppmSuite.pdf |
| Package source: | ppmSuite_0.3.4.tar.gz |
| Windows binaries: | r-devel: ppmSuite_0.3.4.zip, r-release: ppmSuite_0.3.4.zip, r-oldrel: ppmSuite_0.3.4.zip |
| macOS binaries: | r-release (arm64): ppmSuite_0.3.4.tgz, r-oldrel (arm64): ppmSuite_0.3.4.tgz, r-release (x86_64): ppmSuite_0.3.4.tgz, r-oldrel (x86_64): ppmSuite_0.3.4.tgz |
| Old sources: | ppmSuite archive |
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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.