Generate Quadratic — gen_quadratic • cardinalR

This function generates a dataset representing a structure with a quadratic pattern.

Usage

gen_quadratic(n = 500, p = 4, range = c(-1, 1))

Arguments

n: A numeric value (default: 500) representing the sample size.
p: A numeric value (default: 4) representing the number of dimensions.
range: A numeric vector (default: c(-1, 1)) representing the range along x1 axis.

Value

A data containing a quadratic structure.

Examples

set.seed(20240412)
quadratic <- gen_quadratic(n = 500, p = 4)
#> ✔ 2 noise dimensions have been generated successfully!!!
#> ✔ Data generation completed successfully!!!