getMI {conMItion} | R Documentation |
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)
[Package conMItion version 0.2.0 Index]