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plspm (version 0.1-4)

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

3,135

Version

0.1-4

License

GPL (>= 2)

Maintainer

Gaston Sanchez

Last Published

July 21st, 2009

Functions in plspm (0.1-4)

plsreg2

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

Plot PLSR1 basic results
print.plsreg1

Printing plsreg1 objects
orange

Orange Juice dataset
print.plspm

Printing plspm objects
summary.plspm

Summarizing partial least quares path modeling analysis
it.reb

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

Printing nipals obejcts
plsreg1

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

Plot PLSCA basic results
arizona

Arizona vegetation dataset
plspm-package

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

Simulated data for REBUS with two groups
print.plsca

Printing plsca objects
mobile

ECSI Mobile Phone Provider dataset
plspm

PLS-PM: Partial Least Squares Path Modeling
print.rebus

Printing rebus objects
res.clus

Cluster Analysis on communality and structural residuals of a PLS-PM object
plspm.groups

Group Comparison in PLS-PM
plot.plspm.groups

Plot results from a group comparison test in PLS-PM
rebus.pls

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

Printing plspm.groups objects
plsca

PLS-CA: Partial Least Squares Canonical Analysis
plot.plsreg2

Plot PLSR2 basic results
print.local.models

Printing local.models objects
print.rebus.test

Printing rebus.test objects
nipals

NIPALS: Non-linear Iterative Partial Least Squares
plot.nipals

Plot NIPALS basic results
rebus.test

Permutation Test for REBUS Multi-Group Comparison
plspm-internal

Internal Design Functions
wines

Wines dataset
satisfaction

Satisfaction dataset
print.plsreg2

Printing plsreg2 objects
local.models

Calculates PLS-PM for global and local models
print.summary.plspm

Printing summaries of plspm objects
vehicles

Vehicles dataset