Standardize tree-ring series to z-scores

Converts each series (column) in an rwl-style data.frame to z-scores by subtracting the mean and dividing by the standard deviation.

Usage

trs_zscore(x)

Arguments

x

A data.frame of class "rwl", where each column is a tree-ring series.

Value

A data.frame of the same dimensions as x, with each column transformed to z-scores.

Examples

rwl <- trs_pseudo_rwl(n_series = 3, series_length = 50, end_date = 1990)
z_rwl <- trs_zscore(rwl)
apply(z_rwl, 2, mean, na.rm = TRUE) # should be ~0
#>         trs_1         trs_2         trs_3 
#> -3.038975e-16  4.366559e-16  2.591330e-16 
apply(z_rwl, 2, sd, na.rm = TRUE) # should be ~1
#> trs_1 trs_2 trs_3 
#>     1     1     1