mpmm: Marginal Product Mixture Model for Relational Event Data

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This package implements the Marginal Product Mixture Model (MPMM) for relational event data. Inference for the model is implemented via a collapsed Gibbs sampler written in C. Utility functions for processing sets of relational events, displaying posterior predictive distributions, and fitting baseline models are also included.

Author
Christopher DuBois
Date of publication
None
Maintainer
Christopher DuBois <duboisc@ics.uci.edu>
License
GPL
Version
0.1

View on R-Forge

Man pages

enron
Enron email data.
mpmm.cgs
Collapsed Gibbs sampler for the marginal product mixture...
mpmm.generate
Generate data from the MPMM.
mpmm-internal
Internal mpmm objects
mpmm-package
Marginal Product Mixture Model for Relational Event Data
mpmm.plotassignments
Plot the latent class assigned to each observed event.
mpmm.plotphi
Plot model parameters.
mpmm.predict
Predict probability of events given model parameters.
mult.dir
Fit a multinomial with a Dirichlet prior to the observed...
plotmat
Plot a matrix.
reddeer
Red Deer dataset.

Files in this package

mpmm
mpmm/NAMESPACE
mpmm/data
mpmm/data/reddeer.RData
mpmm/data/enron.RData
mpmm/R
mpmm/R/utilities.R
mpmm/R/mpmm.cgs.R
mpmm/R/zzz.R
mpmm/R/mpmm-internal.R
mpmm/R/mpmm.generate.R
mpmm/R/mpmm.predict.R
mpmm/DESCRIPTION
mpmm/man
mpmm/man/enron.Rd
mpmm/man/mpmm.generate.Rd
mpmm/man/mpmm.plotphi.Rd
mpmm/man/mult.dir.Rd
mpmm/man/mpmm.predict.Rd
mpmm/man/mpmm.plotassignments.Rd
mpmm/man/mpmm.cgs.Rd
mpmm/man/plotmat.Rd
mpmm/man/mpmm-internal.Rd
mpmm/man/reddeer.Rd
mpmm/man/mpmm-package.Rd
mpmm/src
mpmm/src/mpmm.c
mpmm/demo
mpmm/demo/00Index
mpmm/demo/enron.R
mpmm/demo/synthetic.R