Fits mixed membership models with discrete multivariate data (with or without repeated measures) following the general framework of Erosheva et al (2004). This package includes a Variational EM and MCMC estimation approaches. Currently supported data types are Bernoulli, multinomial and rank (Plackett-Luce). The extended GoM model with fixed stayers from Erosheva et al (2007) is now also supported. See Airoldi et al (2014) for other examples of mixed membership models.
Package details |
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Maintainer | Y. Samuel Wang <ysamwang@uw.edu> |
License | GPL (>= 2) |
Version | 1.2.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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