plspm v0.4.9


Monthly downloads



Tools for Partial Least Squares Path Modeling (PLS-PM)

Partial Least Squares Path Modeling (PLS-PM) analysis for both metric and non-metric data, as well as REBUS analysis.

Functions in plspm

Name Description
cereals Cereals datset
check_args Check arguments for
check_data Check Data
check_maxiter Check maximum number of iterations
college College datasets
dummy.G Dummy by Giorgio
alpha Cronbach's alpha
arizona Arizona vegetation dataset
check_specs Check specifications of PLS-PM algorithm
check_tol Check tolerance threshold
get_boots Performs bootstrap validation in
get_data_scaled Scaling data outside
get_PLSR Internal PLS regression (full data)
get_PLSR_NA Internal PLS regression with missing values
get_locals_test Local groups comparison test
get_ord_scale Non-Metric Ordinal Scale
get_path_scheme Calculate inner weighting path scheme
get_weights_nonmetric Outer Weights Non-Metric Data
innerplot Plot inner model
check_blocks Check well defined blocks
check_boot Check bootstrap options
futbol Futbol dataset from Spain-England-Italy
check_model Check congruence between inner and outer models
check_modes Check modes
check_scaling Check types of measurement scales and metric
check_scheme Check scheme
get_ave Calculate AVE (Average Variance Extracted)
get_GQI Group Quality Index
get_effects Path coefficient effects for
get_generals Get general parameters
get_rank Rank of a non-metric variable Basic results for Partial Least Squares Path Modeling
plspm.groups Two Groups Comparison in PLS-PM
russa Russett A
russb Russett B
get_PLSRdoubleQ get_PLSRdoubleQ
get_alpha Calculate Cronbach's alpha
get_gof Goodness-of-fit for
get_inner_summary Inner summary assessment
is_missing Presence of missing values
it.reb Iterative steps of Response-Based Unit Segmentation (REBUS)
quantiplot Quantification Plot
rebus.pls Response Based Unit Segmentation (REBUS)
get_rho Calculate Dillon-Goldstein's rho
local.models PLS-PM for global and local models
mobile ECSI Mobile Phone Provider dataset
get_boot_stats Get data frame with bootstrap statistics
get_num_scale Non-Metric Numerical Scale
get_numerics Transform factors in MV into numeric
get_paths Calculate path coefficients for
get_plsr1 PLS regression for
normalize Normalize a vector
offense Offense dataset
russett Russett dataset
check_path Check path matrix
check_plscomp Check vector of PLS components (for non-metric plspm)
get_dummies Dummy matrices for categorical manifest variables
get_dummy Non-Metric Dummy
satisfaction Satisfaction dataset
wines Wines dataset
rescale Rescale Latent Variable Scores
rho Dillon-Goldstein's rho
technology Technology data set
test_dataset Test Data Set Availibility
test_null_weights Test outer weights convergence within specified maxiter
unidim Unidimensionality of blocks
get_metric Type of metric based on scaling measurement
get_nom_scale Non-Metric Nominal Scale
get_scores Calculate Latent Variable Scores
get_treated_data Apply corresponding treatment to MV
plot.plspm Plots for PLS Path Models
plspm PLS-PM: Partial Least Squares Path Modeling
get_manifests Building data matrix with manifest variables
get_unidim Unidimensionality of reflective blocks
get_weights Outer Weights
orange Orange Juice dataset
outerplot Plot outer model
rebus.test Permutation Test for REBUS Multi-Group Comparison
res.clus Clustering on communality and structural residuals
test_factors Test presence of factors
test_manifest_scaling Test scaling of selected manifest variables
simdata Simulated data for REBUS with two groups
spainfoot Spanish football dataset
No Results!

Vignettes of plspm

No Results!

Last month downloads


Type Package
Date 2015-05-22
VignetteBuilder knitr
License GPL-3
LazyLoad yes
Collate 'plspm.r' 'auxiliar.r' 'check_arguments.r' 'check_specifications.r' 'get_alpha.r' 'get_ave.r' 'get_boots.r' 'get_dummies.r' 'get_effects.r' 'get_generals.r' 'get_gof.r' 'get_inner_summary.r' 'get_manifests.r' 'get_metric.r' 'get_nom_scale.r' 'get_num_scale.r' 'get_ord_scale.r' 'get_path_scheme.r' 'get_paths.r' 'get_plsr1.r' 'get_PLSRdoubleQ.r' 'get_rank.r' 'get_rho.r' 'get_scores.r' 'get_treated_data.r' 'get_unidim.r' 'get_weights.r' 'get_weights_nonmetric.r' 'innerplot.r' 'outerplot.r' 'plot.plspm.r' 'rescale.r' 'summary_plspm.r' 'test_manifest_scaling.r' 'test_null_weights.r' 'unidimensionality.r' 'test_factors.r' 'russett-data.r' '' 'plspm.groups.r' 'test_dataset.r' 'get_GQI.r' 'get_locals_test.r' 'get_scaled_data.r' 'it.reb.r' 'local.models.r' 'print.rebus.r' 'rebus.pls.r' 'rebus.test.r' 'res.clus.r' 'get_PLSR.r' 'get_PLSR_NA.r' 'quantiplot.r' 'plspm-package.r'
NeedsCompilation no
Packaged 2017-04-22 09:27:48 UTC; ripley
Repository CRAN
Date/Publication 2017-04-23 10:07:11 UTC
X-CRAN-Original-Maintainer Gaston Sanchez
X-CRAN-Comment Orphaned and corrected on 2017-04-21 as check errors were not corrected despite reminders.

Include our badge in your README