ppmSuite: A Collection of Models that Employ Product Partition Distributions as a Prior on Partitions

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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