#' Calculate the current Z estimate responsibilities (posterior probabilities) #' #' Calculate the current Z estimate responsibilities (posterior probabilities) #' #' #' @param z Matrix (m x n) of estimate responsibilities (probabilities that a #' count comes from a spike distribution at 0). #' @param zUsed Matrix (m x n) of estimate responsibilities (probabilities that #' a count comes from a spike distribution at 0) that are actually used #' (following convergence). #' @param stillActive A vector of size M booleans saying if a feature is still #' active or not. #' @param nll Vector of size M with the current negative log-likelihoods. #' @param nllUSED Vector of size M with the converged negative log-likelihoods. #' @return A list of updated zUsed and nllUSED. #' @seealso \code{\link{fitZig}} getZ <- function(z,zUsed,stillActive,nll,nllUSED){ nllUSED[stillActive] = nll[stillActive] k =which(nll< (nllUSED)) if(length(k)>0){ zUsed[k,]=z[k,] nllUSED[k] = nll[k] } zUsed[stillActive,] = z[stillActive,] dat = list(zUsed = zUsed,nllUSED = nllUSED) return(dat); }