Tools for Discrete Multivariate Mixed Membership Models


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Documentation for package ‘mixedMem’ version 1.1.2

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mixedMem-package Tools for fitting discrete multivariate mixed membership models
ANES Responses from 1983 American National Election Survey Pilot
computeBIC Compute the approximate BIC
computeELBO Compute a lower bound on the log-likelihood (ELBO)
findLabels Mixed Membership Post-Processing
gmv_theta Point estimates from Gross and Manrique-Vallier 2014
mixedMem Tools for fitting discrete multivariate mixed membership models
mixedMemModel Constructor for a Mixed Membership Model Object
mmVarFit Fit Mixed Membership models using variational EM
permuteLabels Mixed Membership Post-Processing
plot.mixedMemModel Plot a Mixed Membership Model
rmixedMem Simulate Mixed Membership Data
summary.mixedMemModel Summary of a Mixed Membership Model
vizMem Mixed Membership Visualization
vizTheta Mixed Membership Visualization