rcn: random contaminated normal deviates

In kloke/npsm: Nonparametric Statistical Methods

random contaminated normal deviates

Description

Generate a random sample from a contaminated normal distribution.

Usage

rcn(n, eps, sigmac)
rcn_5_5(n)

Arguments

n	sample size
eps	proportion of proportion of contamination
sigmac	standard devation of contaiminated component

Details

With probability (1-eps) a deviates are drawn from a standard normal distribution. With probability eps deviates are drawn from a normal distribution with mean 0 and standard devation sigmac rcn_5_5 is a special case where eps=0.05 and sigma=5.

Value

n x 1 numeric vector containing the random deviates.

Author(s)

John Kloke, Joseph McKean

References

Hogg, R. McKean, J, Craig, A (2013) Introduction to Mathematical Statistics, 7th Ed. Boston: Pearson.

See Also

rnorm

Examples

qqnorm(rcn(100,.25,10))

set.seed(101); rcn(10,0.05,5)
set.seed(101); rcn_5_5(10)

kloke/npsm documentation built on Nov. 11, 2023, 4:27 a.m.