This function samples the latent z parameter within the Gibbs sampler. Calls on the rmultinom1 function written in C++. Not for calling directly by users.

sample.z.mixmod(nobs, nmaxclust, dat, ltheta, lphi, ndata.types)

Arguments

nobs numeric. The total number of rows in the dataset. numeric. A single number indicating the maximum number of clusters to test. A data frame containing only columns of the discretized data streams for all observations. numeric. A vector of log-transformed estimates for parameter theta. A list containing log-transformed estimates for each data stream of the phi parameter. numeric. The number of data streams being analyzed.

Value

A vector with estimates for z for each observation within dat.