GMC (version 0.1.2)

GMC_Y_given_X: Generalized Measure of Correlation: GMC(Y | X)

Description

Generalized Measure of Correlation: GMC(Y | X)

Usage

GMC_Y_given_X(X, Y, kernel = dnorm)

Value

GMC(Y|X) estimate

Arguments

X

Predictor variable

Y

Response variable

kernel

Kernel function (default = dnorm)

Examples

# Generate sample data with linear relationship
set.seed(123)
n <- 1000
X <- rnorm(n)
Y <- 2 * X + rnorm(n, sd = 0.5)

# Calculate GMC(Y|X)
gmc_result <- GMC_Y_given_X(X, Y)
print(gmc_result)