genpathmox: Generalized PATHMOX Algorithm for PLS-PM, LS and LAD Regression

genpathmox provides a very interesting solution for handling segmentation variables in complex statistical methodology. It contains en extended version of the PATHMOX algorithm in the context of partial least square path modeling (Sanchez, 2009) including the F-block test (to detect the responsible latent endogenous equations of the difference), the F-coefficient (to detect the path coefficients responsible of the difference) and the invariance test (to realize a comparison between the sub-models' latent variables). Furthermore, the package contains a generalized version of the PATHMOX algorithm to approach different methodologies: linear regression and least absolute regression models.

Install the latest version of this package by entering the following in R:
install.packages("genpathmox")
Author"Giuseppe Lamberti" [aut, cre]
Date of publication2014-11-27 20:55:35
Maintainer"Giuseppe Lamberti" <giuseppelamb@hotmail.com>
LicenseGPL-3
Version0.2

View on CRAN

Man pages

all.part.pls: Defining the candidates to the optimum partition for each of...

all.part.reg: Defining the candidates to the optimum partition for each of...

bin.levels: Defining labels of the binary partions.

blockdiag: Building the Bart matrix

build.block: Defining the linear relations between the latent variables.

candidates.tree: Listing the candidates partions for each intermedied nodes

comb: Enumerating the possible combinations of a specified size...

element: Defining labels of a path coefficient.

fblock.tree.pls: Listing the the f-block test results for each obtained...

Fb.test.pls: Block test

fcoef.tree.pls: Listing the the f-coefficients test results for each obtained...

fcoef.tree.reg: Listing the the f-coefficients test results for regression...

Fc.test.pls: Coefficient test

Fc.test.reg: Coefficient test for the regression model

F.data.pls: Defining the matrices needed for the comparison test

F.data.reg: Defining the matrices needed for the comparison test...

fglobal.tree: Listing the the f-global test results for regression model...

fglobal.tree.pls: Listing the the f-global test results for each obtained...

Fg.test.pls: F-Global test.

Fg.test.reg: Global test for the regression model

fibtele: Fibtele

fibtelereg: Fibtelereg

f.min: Defining vector minimum position

info.mox.pls: Giving general information about the pathmox algorithm

info.mox.reg: Giving general information about the pathmox-lm algorithm

info.pls_class: info.pls class

info.reg_class: info.reg class

invariance: Calculating the invariance test

invariance_test: Invariance Test

mox.tree: Resuming the tree attributes (regression model) : it gives...

mox.tree.pls: Resuming the tree attributes: it gives general information...

node-class: node class

node.reg_class: node.reg class

nodes.tree: Calculating the element of all nodes

partition: Defining binary partitions given a segmentation variable...

partopt.pls: Defining the optimum partition given a set of segmentation...

partopt.reg: Defining the optimum partition given a set of segmentation...

percent.node: Calculating size (numeber of individual of a node) stopo...

plot.treemodel: Comparative plot between nodes from the Pathmox Segmentation...

plot.treemodelreg: Comparative plot between nodes from or the Pathmox...

plot.xtree.pls: Plot function for the Pathmox Segmentation Trees: PLS-PM

plot.xtree.reg: Plot function for the Pathmox Segmentation Trees: linaer...

pls.pathmox: PATHMOX-PLS: Extended Segmentation Trees in Partial Least...

pls.treemodel: PLS-PM results of terminal nodes from the Pathmox...

printTree: printing the tree structure

print.xtree.pls: Print function for the Pathmox Segmentation Trees: PLS-PM

print.xtree.reg: Print function for the Pathmox Segmentation Trees: linear...

reg.pathmox: PATHMOX-REG: Segmentation Trees in linaer and LAD regression...

reg.treemodel: Regression results of terminal nodes from the Pathmox...

root.tree: Calculating the element of the root node

showDeepth: Calculating Deepth stop criterion

splitopt.pls: Defining optimum partition for a specific variable.

splitopt.reg: Defining optimum partition for a specific variable...

summary.xtree.pls: Summary function for the Pathmox Segmentation Trees: PLS-PM

summary.xtree.reg: Summary function for the Pathmox Segmentation Trees: linaer...

terminal.tree: Calculating the element of the terminal nodes

test.particion.reg: Calculating the comparison tests for the regression model

test.partition.pls: Calculating the comparison tests

tree-class: tree class

treemodel: create method treemodel

treemodelreg: create method treemodelreg

xtree.pls: create method xtree.pls

xtree.reg: create method xtree.reg

Functions

all.part.pls Man page
all.part.reg Man page
bin.levels Man page
blockdiag Man page
build.block Man page
candidates.tree Man page
comb Man page
element Man page
fblock.tree.pls Man page
Fb.test.pls Man page
fcoef.tree.pls Man page
fcoef.tree.reg Man page
Fc.test.pls Man page
Fc.test.reg Man page
F.data.pls Man page
F.data.reg Man page
fglobal.tree Man page
fglobal.tree.pls Man page
Fg.test.pls Man page
Fg.test.reg Man page
fibtele Man page
fibtelereg Man page
f.min Man page
info.mox.pls Man page
info.mox.reg Man page
info.pls_class Man page
info.reg_class Man page
invariance Man page
invariance_test Man page
mox.tree Man page
mox.tree.pls Man page
node-class Man page
node.reg_class Man page
nodes.tree Man page
partition Man page
partopt.pls Man page
partopt.reg Man page
percent.node Man page
plot.treemodel Man page
plot.treemodelreg Man page
plot.xtree.pls Man page
plot.xtree.reg Man page
pls.pathmox Man page
pls.treemodel Man page
printTree Man page
print.xtree.pls Man page
print.xtree.reg Man page
reg.pathmox Man page
reg.treemodel Man page
root.tree Man page
showDeepth Man page
splitopt.pls Man page
splitopt.reg Man page
summary.xtree.pls Man page
summary.xtree.reg Man page
terminal.tree Man page
test.particion.reg Man page
test.partition.pls Man page
tree-class Man page
treemodel Man page
treemodelreg Man page
xtree.pls Man page
xtree.reg Man page

Files

tests
tests/test-that.r
NAMESPACE
data
data/fibtelereg.rda
data/fibtele.rda
R
R/1_fun_blockdiag.R R/plot_plot.xtree.reg.R R/21_fun_candidates.tree.R R/19_fun_terminal.tree.R R/23_fun_fblock.tree.pls.R R/22_fun_fglobal.tree.pls.R R/method4_treemodelreg.R R/2_fun_comb.R R/34_fun_F.data.reg.R R/39_fun_fglobal.tree.R R/38_fun_printTree.R R/print_print.xtree.pls.R R/4_fun_build.block.R R/24_fun_fcoef.tree.pls.R R/12_fun_Fg.test.pls.R R/summary_summary.xtree.pls.R R/40_fun_fcoef.tree.reg.R R/44_fun_reg.treemodel.R R/method2_treemodel.R R/print_print.xtree.reg.R R/32_fun_all.part.reg.R R/plot_plot.treemodel.R R/13_fun_Fb.test.pls.R R/14_fun_Fc.test.pls.R R/method1_xtree.pls.R R/20_fun_nodes.tree.R R/33_fun_partopt.reg.R R/17_fun_showDeepth.R R/class3_tree.R R/7_fun_f.min.R R/25_fun_mox.tree.pls.R R/26_fun_info.mox.pls.R R/35_fun_Fg.test.reg.R R/42_fun_info.mox.reg.R R/18_fun_root.tree.R R/41_fun_mox.tree.R R/11_fun_F.data.pls.R R/plot_plot.treemodelreg.R R/class2_node.R R/class1_info.pls.R R/36_fun_Fc.test.reg.R R/plot_plot.xtree.pls.R R/43_fun_reg.pathmox.R R/28_fun_invariance.R R/class5_node.reg.R R/method3_xtree.reg.R R/16_fun_percent.node.R R/3_fun_partition.R R/9_fun_all.part.pls.R R/37_fun_test.particion.reg.R R/10_fun_partopt.pls.R R/8_fun_splitopt.pls.R R/5_fun_bin.levels.R R/30_fun_invariance_test.R R/29_fun_pls.treemodel.R R/27_fun_pls.pathmox.R R/31_fun_splitopt.reg.R R/fibtele-data.R R/15_fun_test.partition.pls.R R/summary_summary.xtree.reg.R R/6_fun_element.R R/class4_info.reg.R
MD5
DESCRIPTION
man
man/candidates.tree.Rd man/showDeepth.Rd man/reg.pathmox.Rd man/node-class.Rd man/fibtele.Rd man/plot.treemodel.Rd man/node.reg_class.Rd man/element.Rd man/Fb.test.pls.Rd man/summary.xtree.pls.Rd man/all.part.reg.Rd man/reg.treemodel.Rd man/splitopt.pls.Rd man/test.partition.pls.Rd man/comb.Rd man/fibtelereg.Rd man/plot.xtree.pls.Rd man/fglobal.tree.Rd man/plot.xtree.reg.Rd man/Fc.test.pls.Rd man/fglobal.tree.pls.Rd man/nodes.tree.Rd man/xtree.reg.Rd man/build.block.Rd man/invariance.Rd man/pls.treemodel.Rd man/bin.levels.Rd man/tree-class.Rd man/Fc.test.reg.Rd man/percent.node.Rd man/info.reg_class.Rd man/F.data.reg.Rd man/fcoef.tree.reg.Rd man/Fg.test.reg.Rd man/info.mox.reg.Rd man/test.particion.reg.Rd man/splitopt.reg.Rd man/info.mox.pls.Rd man/summary.xtree.reg.Rd man/mox.tree.pls.Rd man/terminal.tree.Rd man/treemodel.Rd man/partopt.pls.Rd man/pls.pathmox.Rd man/F.data.pls.Rd man/printTree.Rd man/mox.tree.Rd man/root.tree.Rd man/fblock.tree.pls.Rd man/invariance_test.Rd man/f.min.Rd man/partition.Rd man/print.xtree.pls.Rd man/Fg.test.pls.Rd man/xtree.pls.Rd man/info.pls_class.Rd man/all.part.pls.Rd man/plot.treemodelreg.Rd man/fcoef.tree.pls.Rd man/treemodelreg.Rd man/partopt.reg.Rd man/blockdiag.Rd man/print.xtree.reg.Rd

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