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

sample.z(ntsegm, nbins, y, nmaxclust, phi, ltheta, zeroes, ndata.types)

## Arguments

ntsegm numeric. The total number of time segments from all animal IDs. numeric. A vector of the number of bins used to discretize each movement variable. These must be in the same order as the columns within y. A list where each element stores separate aggregated count data per bin per time segment for each movement variable being analyzed. These are stored as matrices. numeric. A single number indicating the maximum number of clusters to test. A list where each element stores separate proportions per bin per time segment for each movement variable. A matrix storing the log-transformed values from the theta parameter. A list of arrays that contain only zero values which are three dimensional (ntsegm,nbins[i],nmaxclust). numeric. The number of data streams being analyzed.

## Value

A list with estimates for z where the number of elements is equal to the number of movement variables.