Group Values by Change Points in the Mean

Uses the changepoint package to detect change points in the mean of a numeric vector and assigns group IDs accordingly.

Usage

Groupvalues(x)

Arguments

x

Numeric vector.

Value

An integer vector of the same length as x, where each element indicates the group assignment based on detected change points.

Details

Uses cpt.mean from the changepoint package with the PELT method and MBIC penalty to detect change points in the mean.

Examples

# Example with a simulated change in mean
set.seed(123)
x <- c(rnorm(50, 0), rnorm(50, 3))
group_id <- Groupvalues(x)
table(group_id)
#> group_id
#>  1  2 
#> 50 50