gen_gaussian: Generate Multivariate Gaussian Cloud

In cardinalR: Collection of Data Structures

Generate Multivariate Gaussian Cloud

Description

This function generates a dataset representing a structure with a Gaussian.

Usage

gen_gaussian(n = 500, p = 4, m = rep(0, p), s = diag(p) * 0.01)

Arguments

n	An integer value (default: 500) representing the sample size.
p	An integer value (default: 4) representing the number of dimensions.
m	A numeric vector (default: c(0, 0, 0, 0)) representing the mean along each dimensions.
s	A numeric matrix (default: diag(4) * 0.01) representing the variance of along each dimension.

Value

A tibble containing a multivariate Gaussian cloud dataset.

Examples

set.seed(20240412)
gaussian <- gen_gaussian(n = 500, p = 4, m = rep(0, 4), s = diag(4))

cardinalR documentation built on Dec. 18, 2025, 9:08 a.m.