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plspm (version 0.1-6)

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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Version

Install

install.packages('plspm')

Monthly Downloads

3,350

Version

0.1-6

License

GPL (>= 2)

Maintainer

Gaston Sanchez

Last Published

June 29th, 2010

Functions in plspm (0.1-6)

mobile

ECSI Mobile Phone Provider dataset
plsca

PLS-CA: Partial Least Squares Canonical Analysis
it.reb

Response Based Unit Segmentation (REBUS) Algorithm - Iterative Steps
plot.nipals

Plot NIPALS basic results
futbol

Futbol dataset from Spain-England-Italy
plsreg1

PLS-R1: Partial Least Squares Regression 1
plot.plspm

Plot plspm path diagrams
local.models

Calculates PLS-PM for global and local models
plot.plsreg2

Plot PLSR2 basic results
plot.plsca

Plot PLSCA basic results
plspm

PLS-PM: Partial Least Squares Path Modeling
spainfoot

Spanish football dataset
nipals

NIPALS: Non-linear Iterative Partial Least Squares
print.plspm.groups

Printing plspm.groups objects
plot.plsreg1

Plot PLSR1 basic results
rebus.test

Permutation Test for REBUS Multi-Group Comparison
arizona

Arizona vegetation dataset
plspm-internal

Internal Design Functions
print.nipals

Printing nipals obejcts
print.rebus

Printing rebus objects
sim.data

Simulated data for REBUS with two groups
print.local.models

Printing local.models objects
res.clus

Cluster Analysis on communality and structural residuals of a PLS-PM object
print.plsca

Printing plsca objects
satisfaction

Satisfaction dataset
orange

Orange Juice dataset
rebus.pls

Response Based Unit Segmentation (REBUS) Algorithm - complete -
print.plspm

Printing plspm objects
print.rebus.test

Printing rebus.test objects
resclus.plot

Colored dendrogram for communality and structural residuals according to the REBUS algorithm
wines

Wines dataset
plsreg2

PLS-R2: Partial Least Squares Regression 2
print.plsreg1

Printing plsreg1 objects
print.plsreg2

Printing plsreg2 objects
print.summary.plspm

Printing summaries of plspm objects
summary.plspm

Summarizing partial least quares path modeling analysis
plot.plspm.groups

Plot results from a group comparison test in PLS-PM
plspm-package

Package of Partial Least Squares (PLS) data analysis methods.
vehicles

Vehicles dataset
plspm.groups

Group Comparison in PLS-PM