CRAN/E | ppmSuite

ppmSuite

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

Installation

About

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.

Key Metrics

Version 0.3.4
R ≥ 3.5.0
Published 2023-07-16 449 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks ppmSuite results

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Maintainer

Maintainer

Garritt L. Page

Authors

Garritt L. Page

aut / cre / cph

Jose J. Quinlan

aut / cph

S. McKay Curtis

ctb / cph

Radford M. Neal

ctb / cph

Material

Reference manual
Package source

In Views

MissingData

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ppmSuite archive

Depends

R ≥ 3.5.0

Imports

Matrix

Suggests

cluster