#' @param bw_points A vector, default \code{c(25, 35)}, that specifies
#' the percentage of the observations that we want inside the
#' "bandwidth-square". If \code{.bws_mixture} is selected to be
#' \code{global}, then this argument will be ignored. and no
#' nearest neighbours will be computed.
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