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