#' partition vector into quantile bins
#'
#' @param x vector of values to be partitioned
#' @param n number of bins
#' @return vector of the same dimension as \code{x} containing the a bin membership indicator
#' @noRd
createbins <- function(x, n) {
bins <- cut(x, breaks = quantile(x, probs = seq(0, 1, by = 1 / n), na.rm = TRUE), include.lowest = TRUE)
levels(bins) <- as.character(1:n)
return(bins)
}
#' partition vector into quartile bins
#'
#' @param x vector of values to be partitioned
#' @return vector of the same dimension as \code{x} containing the a quartile bin membership indicator
#' @noRd
createquartiles <- function(x) {
return(createbins(x, 4))
}
#' Indices utils
#'
#' Elements of `matrix` can be accessed by double indices `M[i,j]` or single `M[k]`.
#' This function allows to switch from the latter kind of indices to the former.
#'
#' @noRd
get_double_from_single_indices <- function(indices, matrix_size) {
row_indices <- indices %% matrix_size
row_indices[row_indices == 0] <- matrix_size
matrix(c(
row_indices,
ceiling(indices / matrix_size)
), ncol = 2)
}
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