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#' Adds Missing Values
#'
#' Takes a vector, matrix or `data.frame` and replaces some values by `NA`.
#'
#' @param x A vector, matrix or `data.frame`.
#' @param p Proportion of missing values to add to `x`. In case `x` is a `data.frame`,
#' `p` can also be a vector of probabilities per column or a named vector.
#' @param seed An integer seed.
#' @returns `x` with missing values.
#' @export
#' @examples
#' generateNA(1:10, p = 0.5)
#' head(generateNA(iris, p = 0.2))
generateNA <- function(x, p = 0.1, seed = NULL) {
stopifnot(
p >= 0,
p <= 1,
is.atomic(x) || is.data.frame(x)
)
if (!is.null(seed)) {
set.seed(seed)
}
generateNaVec <- function(z, p) {
n <- length(z)
z[sample(n, round(p * n))] <- NA
z
}
# vector or matrix
if (is.atomic(x)) {
return(generateNaVec(x, p))
}
# data frame
v <- if (is.null(names(p))) names(x) else intersect(names(p), names(x))
x[, v] <- Map(generateNaVec, x[, v, drop = FALSE], p)
return(x)
}
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