HiDiSTATIS: Conduct Hierarchical DiSTATIS

In michaelkriegsman/DiDiSTATIS: Run DiDiSTATIS and related methods

Description

Conduct Hierarchical DiSTATIS

Usage

HiDiSTATIS(DATA, data_are = NULL, DESIGN_rows, DESIGN_tables, n2k = NULL,
  Perm_tables = F, Perm_tables_niter = 1000, Boot_tables = F,
  Boot_tables_niter = 1000, LOO_tables = F, LOO_tables_multiplier = 10,
  SH_tables = F, SH_tables_niter = 50)

Arguments

DATA	The data
data_are	Flag to indicate data type #sort, d_array, d2_array, CP_array
DESIGN_rows	DESIGN info for the rows
DESIGN_tables	DESIGN info for the tables
n2k	Number (of components) to keep
Perm_tables	Boolean to conduct permutation test
Perm_tables_niter	Number of permutation iterations
Boot_tables	Boolean to conduct bootstrap resampling
Boot_tables_niter	Number of bootstrap iterations
LOO_tables	Boolean to conduct Leave One Out (LOO) cross-validation
LOO_tables_multiplier	Increase the number of LOO iterations
SH_tables	Boolean to conduct Split Half (SH) cross-validation
SH_tables_niter	Number of SH iterations

Value

Factor maps, and a list of computational results

michaelkriegsman/DiDiSTATIS documentation built on May 16, 2020, 7:31 a.m.