直方圖:



核密度函數:

練習題目1:
繪制出15位同學體重的直方圖和核密度估計圖,並與正態分布的概率密度函數作對比
代碼如下:
> w <- c(75.0, 64.0, 47.4, 66.9, 62.2, 62.2, 58.7, 63.5,
+ 66.6, 64.0, 57.0, 69.0, 56.9, 50.0, 72.0)
> hist(w, freq = FALSE)
> lines(density(w), col = "blue")
> x <- 44:76
> lines(x, dnorm(x, mean(w), sd(w)), col = "red")

經驗分布:

練習題目2:
繪制出15位同學體重的經驗分布圖和正態分布曲線:
代碼:
> w <- c(75.0, 64.0, 47.4, 66.9, 62.2, 62.2, 58.7, 63.5,
+ 66.6, 64.0, 57.0, 69.0, 56.9, 50.0, 72.0)
> plot(ecdf(w),verticals = TRUE, do.p = FALSE)
> x <- 44:78
> lines(x, pnorm(x, mean(w), sd(w)))

