Created
November 16, 2022 02:04
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comparing boxplot hinge calculation between base R and ggplot
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| ## hinges as computed by stat_boxplot | |
| my_hinges <- function(y, type = 7, coef = 1.5) { | |
| qs <- as.numeric(stats::quantile(y, c(0.25, 0.75), type = type)) | |
| iqr <- diff(qs) | |
| outliers <- y < qs[1]-coef*iqr | y > qs[2] + coef*iqr | |
| hinges <- range(c(qs, y[!outliers])) | |
| return(hinges) | |
| } | |
| f_hinges <- function(x) { | |
| ## guts of stats::fivenum, without NA removal etc etc | |
| x <- sort(x) | |
| n <- length(x) | |
| n4 <- floor((n + 3)/2)/2 | |
| d <- c(1, n4, (n + 1)/2, n + 1 - n4, n) | |
| res <- 0.5 * (x[floor(d)] + x[ceiling(d)]) | |
| res[c(2,4)] | |
| } | |
| set.seed(101) | |
| x <- sample(1:6, size = 4, replace = TRUE) | |
| my_hinges(x) | |
| f_hinges(x) | |
| ## compare boxplots | |
| boxplot(x) | |
| library(ggplot2) | |
| ggplot() + geom_boxplot(aes(y = x)) |
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