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genpathmox (version 1.1)

Pathmox Approach Segmentation Tree Analysis

Description

It provides an interesting solution for handling a high number of segmentation variables in partial least squares structural equation modeling. The package implements the "Pathmox" algorithm (Lamberti, Sanchez, and Aluja,(2016)) including the F-coefficient test (Lamberti, Sanchez, and Aluja,(2017)) to detect the path coefficients responsible for the identified differences). The package also allows running the hybrid multi-group approach (Lamberti (2021) ).

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Version

Install

install.packages('genpathmox')

Monthly Downloads

241

Version

1.1

License

GPL-3

Maintainer

Giuseppe Lamberti

Last Published

October 26th, 2023

Functions in genpathmox (1.1)

csibank

csibank
f.min

Vector minimum position
partopt

Best partition given a set of segmentation variables
node-class

node class
percent.node

Calculating size (numeber of individual of a node)
moxtree-class

moxtree class
splitopt

Best partition for a specific segmentation variable
summary.plstree

Summary function for Pathmox Segmentation Trees
nodes.tree

Observations belonging to the nodes
test.partition

Cheking F-tests results
partition

Binary partitions given a segmentation variable (factor).
showDeepth

Calculating Deepth stop criterion
comb

Combinations of a vector element
terminal.tree

Observations belonging to the terminal nodes
plot.plstree

Plot function for the pathmox segmentation tree
var_imp_mox

Ranking of variables importance
print.plstree

Print function for Pathmox Segmentation Trees
info-class

info class
plstree

create method plstree
footdata

footdata
.path

Path coefficient extraction
pls.pathmox

Pathmox Segmentation Trees in Partial Least Squares Structural Equation Modeling (PLS-SEM)
info.mox

General information about the pathmox algorithm
mox.tree

General information about the tree
printTree

printing the tree structure
root.tree

Observations belonging to the root node
Fg.test

F-global test
bar_impvar

Bar Plot of a ranking of categorical variables by importance
bar_terminal

Comparative plot for the Pathmox terminal nodes
candidates.tree

Posibble partions for each node of the tree
fcoef.tree

F-coefficients test results for each tree partition
check_arg_mox

Checks arguments
blockdiag

Bart matrix
climate

climate
build.block

Linear relations between latent variables.
all_part

Candidates to the bets partition for each of segmentation variables
element

Path coefficient labels
fglobal.tree

F-global test results for each tree partition
F.data

Data preprocessing for F-tests
check_const

Check consistence
Fc.test

F-coefficient test
bin.levels

Labels of a categorical variable a binary partions