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ppmSuite  

A Collection of Models that Employ Product Partition Distributions as a Prior on Partitions
View on CRAN: Click here


Download and install ppmSuite package within the R console
Install from CRAN:
install.packages("ppmSuite")

Install from Github:
library("remotes")
install_github("cran/ppmSuite")

Install by package version:
library("remotes")
install_version("ppmSuite", "0.3.4")



Attach the package and use:
library("ppmSuite")
Maintained by
Garritt L. Page
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-23
Latest Update: 2023-07-16
Description:
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) are available. If covariate values are missing, then the approach detailed in Page, G.L.; Quintana, F.A.; Mueller, P (2020) 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) , and multivariate PPM change point models that are detailed in Quinlan, J.J.; Page, G.L.; Castro, L.M. (2023) . 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.
How to cite:
Garritt L. Page (2020). ppmSuite: A Collection of Models that Employ Product Partition Distributions as a Prior on Partitions. R package version 0.3.4, https://cran.r-project.org/web/packages/ppmSuite. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2020-11-23 09:50), 0.1.1 (2020-11-27 03:20), 0.1.3 (2021-01-04 21:30), 0.1.6 (2021-05-30 01:20), 0.1.7 (2021-06-29 08:20), 0.1.8 (2021-09-14 08:40), 0.2.1 (2022-01-21 10:22), 0.2.2 (2022-06-01 00:20), 0.2.3 (2022-06-13 08:50), 0.2.4 (2022-06-15 11:30), 0.3.1 (2023-04-03 21:30), 0.3.2 (2023-04-09 16:30), 0.3.3 (2023-07-11 00:30)
Other packages that cited ppmSuite R package
View ppmSuite citation profile
Other R packages that ppmSuite depends, imports, suggests or enhances
Complete documentation for ppmSuite
Functions, R codes and Examples using the ppmSuite R package
Some associated functions: SIMCE . bear . ccp_ppm . curve_ppmx . gaussian_ppmx . icp_ppm . ordinal_ppmx . ozone . rppmx . scallops . sppm . 
Some associated R codes: cp_ppm.R . curve_ppmx.R . lpml.R . ordinal_ppmx.R . ppmx.R . rppmx.R . sppm.R . tools.R . work.R .  Full ppmSuite package functions and examples
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