calc_compindex: Calculating composite indicator automatically step by step
In compindexR: Calculates Composite Index

View source: R/calc_compindex.R

calc_compindex

R Documentation

Calculating composite indicator automatically step by step

Description

Calculates composite indicator by excluding the least significant variable at each step.

Usage

calc_compindex(
  x,
  avg_type = "simple",
  scaling_method = "min-max",
  vif_based_calc = FALSE,
  si_diff = 0.05
)

Arguments

`x`	A Dataframe
`avg_type`	Choosing average type. So far "simple", "geometric" and "harmonic" average are available
`scaling_method`	Scaling method selection. So far "min-max" and "standardization" are available
`vif_based_calc`	If TRUE, variable with highest VIF is removed at each step. Default value is FALSE
`si_diff`	Tolerance for normalized Si calculation. Can be between 0 and 1

Value

A list of lists

Examples

x <- data.frame(rnorm(20),rnorm(20),rnorm(20),rnorm(20))
calc_compindex(x, avg_type = "simple",
scaling_method = "min-max",
vif_based_calc = FALSE,
si_diff = 0.1)

compindexR documentation built on Nov. 26, 2023, 1:06 a.m.