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plspm (version 0.2-2)

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

1,461

Version

0.2-2

License

GPL (>= 2)

Maintainer

Gaston Sanchez

Last Published

January 23rd, 2012

Functions in plspm (0.2-2)

futbol

Futbol dataset from Spain-England-Italy

sim.data

Simulated data for REBUS with two groups

plsca

PLS-CA: Partial Least Squares Canonical Analysis

local.models

Calculates PLS-PM for global and local models

plot.plsreg1

Plot PLSR1 basic results

plsreg1

PLS-R1: Partial Least Squares Regression 1

print.summary.plspm

Printing summaries of plspm objects

summary.plspm

Summarizing partial least quares path modeling analysis

print.plsreg2

Printing plsreg2 objects

rebus.test

Permutation Test for REBUS Multi-Group Comparison

print.plspm

Printing plspm objects

wines

Wines dataset

plsreg2

PLS-R2: Partial Least Squares Regression 2

print.local.models

Printing local.models objects

print.plspm.groups

Printing plspm.groups objects

vehicles

Vehicles dataset

it.reb

Response Based Unit Segmentation (REBUS) Algorithm - Iterative Steps

plspm.groups

Group Comparison in PLS-PM

satisfaction

Satisfaction dataset

nipals

NIPALS: Non-linear Iterative Partial Least Squares

arizona

Arizona vegetation dataset

plspm-internal

Internal Design Functions

res.clus

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

ropes

Climbing Ropes dataset

orange

Orange Juice dataset

spainfoot

Spanish football dataset

resclus.plot

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

print.plsca

Printing plsca objects

print.nipals

Printing nipals obejcts

print.plsreg1

Printing plsreg1 objects

mobile

ECSI Mobile Phone Provider dataset

plot.plsca

Plot PLSCA basic results

plot.plspm.groups

Plot results from a group comparison test in PLS-PM

plspm

PLS-PM: Partial Least Squares Path Modeling

plspm-package

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

rebus.pls

Response Based Unit Segmentation (REBUS) Algorithm - complete -

plot.plspm

Plot plspm path diagrams

russett

Russett dataset

plot.plsreg2

Plot PLSR2 basic results

plot.nipals

Plot NIPALS basic results

print.rebus

Printing rebus objects

print.rebus.test

Printing rebus.test objects