fx: Get frequency of the climate value

In fxTWAPLS: An Improved Version of WA-PLS

Get frequency of the climate value

Description

Function to get the frequency of the climate value, which will be used to provide fx correction for WA-PLS and TWA-PLS.

Usage

fx(x, bin, show_plot = FALSE)

Arguments

x	Numeric vector with the modern climate values.
bin	Binwidth to get the frequency of the modern climate values.
show_plot	Boolean flag to show a plot of fx ~ x.

Value

Numeric vector with the frequency of the modern climate values.

See Also

cv.w, cv.pr.w, and sse.sample

Examples

## Not run: 
# Load modern pollen data
modern_pollen <- read.csv("/path/to/modern_pollen.csv")

# Get the frequency of each climate variable fx
fx_Tmin <- fxTWAPLS::fx(modern_pollen$Tmin, bin = 0.02, show_plot = TRUE)
fx_gdd <- fxTWAPLS::fx(modern_pollen$gdd, bin = 20, show_plot = TRUE)
fx_alpha <- fxTWAPLS::fx(modern_pollen$alpha, bin = 0.002, show_plot = TRUE)

## End(Not run)

fxTWAPLS documentation built on Nov. 25, 2022, 5:06 p.m.