Package: ppmSuite 0.3.4

Garritt L. Page

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.

Authors:Garritt L. Page [aut, cre, cph], Jose J. Quinlan [aut, cph], S. McKay Curtis [ctb, cph], Radford M. Neal [ctb, cph]

ppmSuite_0.3.4.tar.gz
ppmSuite_0.3.4.tar.gz(r-4.5-noble)ppmSuite_0.3.4.tar.gz(r-4.4-noble)
ppmSuite_0.3.4.tgz(r-4.4-emscripten)ppmSuite_0.3.4.tgz(r-4.3-emscripten)
ppmSuite.pdf |ppmSuite.html✨
ppmSuite/json (API)

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7 exports 2 stars 0.09 score 2 dependencies 14 scripts 357 downloads

Last updated 1 years agofrom:43e44f63ec. Checks:OK: 1 NOTE: 1. Indexed: yes.

Exports:ccp_ppmcurve_ppmxgaussian_ppmxicp_ppmordinal_ppmxrppmxsppm

Dependencies:latticeMatrix