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plspm (version 0.1-5)
Partial Least Squares Data Analysis Methods
Description
Partial Least Squares (PLS) methods with emphasis on structural equation models with latent variables.
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Install
install.packages('plspm')
Monthly Downloads
3,181
Version
0.1-5
License
GPL (>= 2)
Maintainer
Gaston Sanchez
Last Published
May 20th, 2010
Functions in plspm (0.1-5)
Search all functions
rebus.test
Permutation Test for REBUS Multi-Group Comparison
arizona
Arizona vegetation dataset
print.plsreg1
Printing plsreg1 objects
vehicles
Vehicles dataset
plspm.groups
Group Comparison in PLS-PM
print.plspm.groups
Printing plspm.groups objects
res.clus
Cluster Analysis on communality and structural residuals of a PLS-PM object
rebus.pls
Response Based Unit Segmentation (REBUS) Algorithm - complete -
plot.plsreg1
Plot PLSR1 basic results
nipals
NIPALS: Non-linear Iterative Partial Least Squares
print.rebus.test
Printing rebus.test objects
print.summary.plspm
Printing summaries of plspm objects
plot.plspm.groups
Plot results from a group comparison test in PLS-PM
orange
Orange Juice dataset
resclus.plot
Colored dendrogram for communality and structural residuals according to the REBUS algorithm
plot.plsca
Plot PLSCA basic results
plot.nipals
Plot NIPALS basic results
summary.plspm
Summarizing partial least quares path modeling analysis
plspm-internal
Internal Design Functions
local.models
Calculates PLS-PM for global and local models
plsreg1
PLS-R1: Partial Least Squares Regression 1
print.rebus
Printing rebus objects
plspm
PLS-PM: Partial Least Squares Path Modeling
it.reb
Response Based Unit Segmentation (REBUS) Algorithm - Iterative Steps
satisfaction
Satisfaction dataset
sim.data
Simulated data for REBUS with two groups
print.nipals
Printing nipals obejcts
plspm-package
Package of Partial Least Squares (PLS) data analysis methods.
print.plsca
Printing plsca objects
wines
Wines dataset
print.local.models
Printing local.models objects
plsca
PLS-CA: Partial Least Squares Canonical Analysis
plot.plsreg2
Plot PLSR2 basic results
plsreg2
PLS-R2: Partial Least Squares Regression 2
print.plsreg2
Printing plsreg2 objects
print.plspm
Printing plspm objects
mobile
ECSI Mobile Phone Provider dataset