Renext (version 2.0-0)

OTjitter: Add a small amount of noise to a numeric vector

Description

Add a small amount of noise to a numeric vector keeping all the values above the given threshold.

Usage

OTjitter(x, threshold = NULL)

Arguments

x

The numeric vector to which jitter should be added.

threshold

A threshold above which all elements of the modified vector must stay.

Value

• A vector with the same length and nearly the same values as x. As in jitter, a small amount of noise is added to each value of x. The noise level is adjusted so that every noisy value remains above the specified threshold. When the a value is very close to the threshold, only a very small amount of negative noise can be added.

See Also

jitter

Examples

data(Garonne)
x <- Garonne$OTdata$Flow
min(x) 
xmod <- OTjitter(x, threshold = 2500)
length(x)
nlevels(as.factor(x))
nlevels(as.factor(xmod))
max(abs(x-xmod))