get_mu_beta: Get mu_beta

View source: R/Matrix_Denoising.R

get_mu_betaR Documentation

Get mu_beta

Description

This function identifies the upper integration bound of the Marcenko-Pastur distribution. It explores 100 values in a given interval. The selects the values clusest to 1/2 on the left and right. As the upper integration boued if the distance between the left and right approximations is lower than a given threshold 1e-10 it converges and the upper bound producing an area of 1/2 is defined as the average of the left and right approximations.

Usage

get_mu_beta(bet)

Arguments

bet

Beta value. Aspect ratio of the input matrix.

\frac{m}{n}

, were m is the number of rows of the input matrix and n the number of columns.

Value

Returns the mu beta value. This is the upper limit of integration where the Marcenko-Pastur distribution is equal to 1/2.

Examples

get_mu_beta(0.3)

jfores/SurvMap documentation built on May 30, 2022, 10:57 p.m.