# Bayesian LDA for Mixed-Membership Clustering Analysis

## Documentation for package ‘Rlda’ version 0.2.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

birds | Breeding Bird Survey
complaints | Complaints received for the **Bureau of Consumer Financial Protection** in US about financial products and services.
fishnet | Latitude and Longitude Fishnet dataset.
generateBernoulliLDA | Simulates a Bernoulli LDA.
generateBernoulliLDA.rlda | Simulates a Bernoulli LDA.
generateBinomialLDA | Simulates a Binomial LDA.
generateBinomialLDA.rlda | Simulates a Binomial LDA.
generateMultinomialLDA | Simulates a Multinomial LDA.
generateMultinomialLDA.rlda | Simulates a Multinomial LDA.
getPhi | Provide Phi information.
getPhi.rlda | Provide Phi information.
getTheta | Provide Theta information.
getTheta.rlda | Provide Theta information.
Landsat | Landsat TM 5 imagery from 2010 of the Iquitos-Nauta road in the Peruvian Amazon
LocationsBirds | ID variable Latitude and Longitude Locations for Birds dataset.
logLik | Provide the log-likelihood for the rlda object.
logLik.rlda | Provide the log-likelihood for the rlda object.
plot,Rlda | plot method for rlda object
plot.rlda | plot method for rlda object
predict | Provide predictions to the Binomial entry.
predict.rlda | Provide predictions to the Binomial entry.
presence | Species Presence/Absence Data
print | Print information with respect to the model.
print.rlda | Print information with respect to the model.
rlda.bernoulli | LDA with bernoulli entry and Stick-Breaking prior.
rlda.bernoulliMH | LDA with bernoulli entry with Metropolis-Hasting.
rlda.binomial | LDA with binomial entry and Stick-Breaking prior.
rlda.binomialMH | LDA with binomial with Metropolis-Hasting.
rlda.binomialVB | LDA with binomial entry and Stick-Breaking prior and Variational Inference.
rlda.fastbernoulli | LDA with bernoulli entry and Stick-Breaking prior.
rlda.multinomial | LDA with multinomial entry and Stick-Breaking prior.
rlda2mcmc | Conversion between rlda to mcmc object from coda package
rlda2mcmc.rlda | Conversion between rlda to mcmc object from coda package
sp500 | Daily transactions Sp500
summary | Provide summary information.
summary.rlda | Provide summary information.