PRA (version 0.3.0)

cor_matrix: Generate Correlation Matrix.

Description

Generate Correlation Matrix.

Usage

cor_matrix(num_samples = 100, num_vars = 5, dists = dists)

Value

The function returns the correlation matrix for the distributions.

Arguments

num_samples

The number of samples to generate.

num_vars

The number of distributions to sample.

dists

A list describing each distribution.

Examples

# List of probability distributions
dists <- list(
  normal = function(n) rnorm(n, mean = 0, sd = 1),
  uniform = function(n) runif(n, min = 0, max = 1),
  exponential = function(n) rexp(n, rate = 1),
  poisson = function(n) rpois(n, lambda = 1),
  binomial = function(n) rbinom(n, size = 10, prob = 0.5)
)

# Generate correlation matrix
cor_matrix <- cor_matrix(num_samples = 100, num_vars = 5, dists = dists)

# Print correlation matrix
print(cor_matrix)