Rlda (version 0.2.6)

generateBinomialLDA: Simulates a Binomial LDA.

Description

Simulates a Binomial LDA.

Usage

# S3 method for rlda
generateBinomialLDA(seed0, community, variables,
                         observations,totalElements, alpha0, alpha1, ...)

Arguments

seed0

Initial seed to simulate a Bernoulli LDA.

community

Total number of latent clusters. Must be greater than 2.

variables

Total number of variables. Must be greater than the number of communities.

observations

Total number of observations. Must be greater than 1.

totalElements

Total expected number of elements for each observation. Must be greater than 1.

alpha0

Scalar hyperparameters that must be positive.

alpha1

Scalar hyperparameters that must be positive.

...

other arguments may be useful.

Details

Generates a list with the simulated Theta and Phi matrix of parameters, Population and and Data matrix for the Binomial LDA.

See Also

generateMultinomialLDA, generateBernoulliLDA

Examples

# NOT RUN {
#Generate fake data
res<- generateBinomialLDA.rlda(seed0=9292, community=3,
                                variables=100, observations=1000,
                                alpha0=0.01, alpha1=0.01, gamma=0.01)
#Show results
res
# }