shapiro.test(..) cannot deal with more than 5000 data points

问题

In R, the shapiro.test() function cannot run if the sample size exceeds 5000.

shapiro.test(rnorm(10^4))

Why is it so ? Can I overpass this limitation ?

回答1:

This is a safety limitation. Please read this: Perform a Shapiro-Wilk Normality Test

Other tests of normality do not have this limitation such as the Kolmogorov-Smirnov test:

ks.test(x=rnorm(10^4),y='pnorm',alternative='two.sided')

来源：https://stackoverflow.com/questions/17125458/shapiro-test-cannot-deal-with-more-than-5000-data-points