A Collection of Models that Employ a Prior Distribution on Partitions

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. 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) .


Reference manual

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0.1.8 by Garritt L. Page, 11 days ago

Browse source code at https://github.com/cran/ppmSuite

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

Documentation:   PDF Manual  

GPL license

Suggests cluster

See at CRAN