ICSNP (version 1.1-2)

hl.loc: Hodges - Lehmann Estimator of Location

Description

Function to compute the Hodges - Lehmann estimator of location in the one sample case.

Usage

hl.loc(x, na.action = na.fail)

Value

the Hodges - Lehmann estimator of location.

Arguments

x

a numeric vector.

na.action

a function which indicates what should happen when the data contain 'NA's. Default is to fail.

Author

Klaus Nordhausen

Details

The Hodges - Lehmann estimator is the median of the combined data points and Walsh averages. It is the same as the Pseudo Median returned as a by-product of the function wilcox.test.

References

Hettmansperger, T.P. and McKean, J.W. (1998), Robust Nonparametric Statistical Methods, London, Arnold.

Hodges, J.L., and Lehmann, E.L. (1963), Estimates of location based on rank tests. The Annals of Mathematical Statistics, 34, 598--611.

See Also

wilcox.test

Examples

set.seed(1)
x <- rt(100, df = 3)
hl.loc(x)
# same as
wilcox.test(x,  conf.int = TRUE)$estimate
rm(.Random.seed)