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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.4 |
rolling linux/jammy R-4.5 | ppmSuite_0.3.4.tar.gz |
291.5 KiB |
0.3.4 |
rolling linux/noble R-4.5 | ppmSuite_0.3.4.tar.gz |
292.7 KiB |
0.3.4 |
rolling source/ R- | ppmSuite_0.3.4.tar.gz |
193.8 KiB |
0.3.4 |
latest linux/jammy R-4.5 | ppmSuite_0.3.4.tar.gz |
291.5 KiB |
0.3.4 |
latest linux/noble R-4.5 | ppmSuite_0.3.4.tar.gz |
292.7 KiB |
0.3.4 |
latest source/ R- | ppmSuite_0.3.4.tar.gz |
193.8 KiB |
0.3.4 |
2026-04-26 source/ R- | ppmSuite_0.3.4.tar.gz |
193.8 KiB |
0.3.4 |
2026-04-23 source/ R- | ppmSuite_0.3.4.tar.gz |
193.8 KiB |
0.3.4 |
2026-04-09 windows/windows R-4.5 | ppmSuite_0.3.4.zip |
294.1 KiB |
0.3.4 |
2025-04-20 source/ R- | ppmSuite_0.3.4.tar.gz |
193.8 KiB |