getCMI: Calculate Conditional Mutual Information

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

Calculate Conditional Mutual Information

Description

Computes the conditional mutual information I(x_1; x_2 | x_3) using the specified number of bins and spline order.

Usage

getCMI(x_1, x_2, x_3, bin = 6, sp_order = 2)

Arguments

x_1	A numeric vector for the first variable.
x_2	A numeric vector for the second variable. Must match 'x_1' length.
x_3	A numeric vector for the condition variable. Must match 'x_1' length.
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 conditional mutual information (CMI).

Examples

x_1 <- rnorm(100)
x_2 <- rnorm(100)
x_3 <- rnorm(100)
getCMI(x_1, x_2, x_3)

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