RME_unif: Generate an ensemble of normal random matrices

In RMAT: Random Matrix Analysis Toolkit

Description

Given the same arguments as RM_norm, this function returns an ensemble of random normal matrices. While random matrices usually do not exude unique properties on their own, they do indeed have deterministic properties at the ensemble level in terms of their spectral statistics.

Usage

RME_unif(N, min, max, ..., size)

Arguments

N	number of dimensions of the square matrix
min	minimum of the uniform distribution to be sampled from
max	maximum of the uniform distribution to be sampled from
...	any default-valued parameters taken as arguments by RM_norm()
size	the size of the ensemble (i.e. number of matrices)

Value

An ensemble (list) of normal matrices as specified by the matrix arguments.

Examples

# Generate an ensemble of standard normal 3x3 matrices of size 20
ensemble <- RME_norm(N = 3, size = 20)

RMAT documentation built on April 28, 2021, 9:06 a.m.