sigclust-class: Class sigclust

In sigclust: Statistical Significance of Clustering

Class sigclust

Description

The class sigclust is the output from the function sigclust. It is also the input to the plot function plot-methods.

Slots

raw.data:

raw data matrix.

veigval:

vector of sample eigen values.

vsimeigval:

vector of eigen values used in simulation

simbackvar:

background variance fit from the data.

icovest:

covariance estimation type.

nsim:

number of simulated Gaussian samples.

simcindex:

vector of cluster indices based on nsim simulated data sets.

pval:

simulated sigclust p-value based on empiriccal quantiles.

pvalnorm:

simulated sigclust p-value based on Gaussian quantiles.

xcindex:

cluster index based on given data set.

Author(s)

Hanwen Huang: [e-mail]; Yufeng Liu: [e-mail]; J. S. Marron: [e-mail]

See Also

sigclust, plot-methods.

sigclust documentation built on June 27, 2022, 9:05 a.m.