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ppmSuite (version 0.1.1)

A Collection of Models that Employ a Prior Distribution on Partitions

Description

Provides functions that fit hierarchical Gaussian and probit ordinal models. A (covariate dependent) product partition model is used as a prior. If a covariate dependent product partition model is selected, then all the options detailed in Page, G.L.; Quintana, F.A.; (2018) are available. In addition, a function that fits a Gaussian likelihood spatial product partition model that is detailed in Page, G.L.; Quintana, F.A.; (2016) is also provided.

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Version

Install

install.packages('ppmSuite')

Monthly Downloads

287

Version

0.1.1

License

GPL

Maintainer

Garritt L. Page

Last Published

November 27th, 2020

Functions in ppmSuite (0.1.1)

SIMCE

Standardized testing data in Chile
sppm

Function that fits spatial product partition model with Gaussian likelihood
scallops

Scallops data
gaussian_ppmx

Function that fits Gaussian PPMx model
ordinal_ppmx

Function that fits Ordinal probit model with a PPMx as a prior on partitions
rppmx

Function generates random realizations from a PPM or PPMx
ozone

Ozone data
bear

Bear dataset