ppmSuite
0.3.4A Collection of Models that Employ Product Partition Distributions as a Prior on Partitions
Overview
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.
Install
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- NOTE2026-05-080 OK · 13 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
- WARNING2026-05-070 OK · 12 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
- NOTE2026-03-100 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
Documentation
- Examples that run
- 14%
- Documented parameters
- 100%
- Return-value docs
- 100%
- References docs
- 0%
Downloads
Dependencies
Nothing depends on this yet.
Code & Tests
Datasets
People & History
14 releases. Pick two to compare their code metrics. R releases are shown for context.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 0.3.4Latest
- 0.3.32023-07-11 · diff ↗
- unarchivedReturned to CRAN2023-07-11
- archivedRemoved from CRAN2023-07-03issues were not corrected in time
- RR 4.3.0 released · 2023-04-21
- 0.3.22023-04-09 · diff ↗
- 0.3.12023-04-03 · diff ↗
- 0.2.42022-06-15 · diff ↗
- 0.2.32022-06-13 · diff ↗
- 0.2.22022-06-01 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 0.2.12022-01-21 · diff ↗
- 0.1.82021-09-14 · diff ↗
Package metadata
- First published
- 2020-11-23
- Total releases
- 14 / 6 yrs
- License
- GPL
- Minimum R
- ≥ 3.5.0
- Bundled data
- 67 KB / 7 files
- Download size
- 193 KB
- Installed size
- not tracked yet
- With dependencies
- not tracked yet