oblong: Oblong Normal Distribution

In intrinsicDimension: Intrinsic Dimension Estimation

Description

Generates a sample from a certain anisotropic normal distribution centered around the origin.

Usage

 oblongNormal(Ns, n) 

Arguments

Ns	number of data points.
n	dimension of the distribution (and the data points).

Details

In the first half of the dimensions (rounded down if n is odd) the standard deviation is 1 and in the rest the standard deviation is 0.25 .

Value

A Ns by n matrix.

Author(s)

Kerstin Johnsson, Lund University

Examples

datap <- oblongNormal(100, 10)
par(mfrow = c(1, 2))
plot(datap[, 1], datap[, 2])
plot(datap[, 1], datap[, 6])

intrinsicDimension documentation built on June 7, 2019, 5:02 p.m.