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)
| ntsegm | numeric. The total number of time segments from all animal IDs. |
|---|---|
| nbins | 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. |
| nmaxclust | numeric. A single number indicating the maximum number of clusters to test. |
| phi | A list where each element stores separate proportions per bin per time segment for each movement variable. |
| ltheta | A matrix storing the log-transformed values from the
|
| zeroes | A list of arrays that contain only zero values which are three dimensional (ntsegm,nbins[i],nmaxclust). |
| ndata.types | 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.