conMItion (version 0.2.1)

getEntropyQuadri: Calculate Joint Entropy for Four Variables

Description

Computes the joint entropy of four numeric vectors using the specified number of bins and spline order.

Usage

getEntropyQuadri(x_1, x_2, x_3, x_4, bin = 6, sp_order = 2)

Value

A numeric value representing the joint entropy of the four vectors.

Arguments

x_1

A numeric vector for the first variable.

x_2

A numeric vector for the second variable. Must be the same length as `x_1`.

x_3

A numeric vector for the third variable. Must be the same length as `x_1`.

x_4

A numeric vector for the fourth variable. Must be the same length as `x_1`.

bin

An integer specifying the number of bins. Default is 6.

sp_order

An integer specifying the spline order. Must be less than `bin`. Default is 2.

Examples

x_1 <- rnorm(100)
x_2 <- rnorm(100)
x_3 <- rnorm(100)
x_4 <- rnorm(100)
getEntropyQuadri(x_1, x_2, x_3, x_4)