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.

Author
"Giuseppe Lamberti" [aut, cre]
Date of publication
2014-11-27 20:55:35
Maintainer
"Giuseppe Lamberti" <giuseppelamb@hotmail.com>
License
GPL-3
Version
0.2

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

Files in this package

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