ADStatQF: Calculates Anderson-Darling Test Statistic

In AutoTransQF: A Novel Automatic Shifted Log Transformation

Calculates Anderson-Darling Test Statistic

Description

The function is used to calculate the Anderson-Darling test statistic of standard normal distribution. The input needs to be vectors with seven or more entries.

Usage

## Calculate Anderson-Darling test statistic for vector x:
ADStatQF(x)

Arguments

x	a vector with seven or more entries.

Value

Returns the Anderson-Darling test statistic for the given vector.

Author(s)

Yue Hu, Hyeon Lee, J. S. Marron

References

Feng, Q. , Hannig J. , Marron, J. S. (2016). A Note on Automatic Data Transformation. STAT, 5, 82-87. doi: 10.1002/sta4.104

See Also

autotransfuncQF, AutoTransQF

Examples

## Generate a vector z from normal distribution with mean 0 and standard deviation 6.
z = rnorm(10, mean = 0, sd = 6)

## Calculate the Anderson-Darling test statistic for z
ADStatQF(z)

AutoTransQF documentation built on Sept. 16, 2023, 1:07 a.m.