hcmsma: Hierarchical cluster analysis

In msma: Multiblock Sparse Multivariable Analysis

Hierarchical cluster analysis

Description

This is a function for performing a hierarchical cluster analysis using scores

Usage

hcmsma(
  object,
  nclust = 4,
  graph = FALSE,
  hmethod = "ward.D2",
  axes = c(1, 2),
  block = "block",
  XY = "X"
)

Arguments

object	an object of class "msma", usually, a result of a call to msma
nclust	a numeric scalar, number of clusters.
graph	a numeric vector, numbers of columns for Y. The length of vector corresponds to the number of blocks.
hmethod,	the agglomeration method to be used in the function "hclust".
axes	a numeric (or vector), specifying the component(s) to analyze.
block	a character, indicating which the "block" or "super" is used.
XY	a character, indicating "X" or "Y".

Details

This function performs a hierarchical cluster analysis using scores.

Value

hcout	An object of class hclust
clusters	a vector with group memberships
object	an object of class "msma", usually, a result of a call to msma

msma documentation built on Aug. 25, 2023, 9:07 a.m.