getMI: Calculate Mutual Information Between Two Vectors

In conMItion: Conditional Mutual Information Estimation for Multi-Omics Data

Calculate Mutual Information Between Two Vectors

Description

Computes the mutual information (MI) between two numeric vectors using the specified number of bins and spline order.

Usage

getMI(x_1, x_2, bin = 6, sp_order = 2)

Arguments

x_1	A numeric vector representing the first variable.
x_2	A numeric vector representing the second 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.

Value

A numeric value representing the mutual information (MI).

Examples

x_1 <- rnorm(100)
x_2 <- rnorm(100)
getMI(x_1, x_2)

conMItion documentation built on Aug. 8, 2025, 6:25 p.m.