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

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

Author
Gaston Sanchez [aut, cre], Laura Trinchera [aut], Giorgio Russolillo [aut]
Date of publication
2015-05-25 10:27:43
Maintainer
Gaston Sanchez <gaston.stat@gmail.com>
License
GPL-3
Version
0.4.7
URLs

View on CRAN

Man pages

alpha
Cronbach's alpha
arizona
Arizona vegetation dataset
cereals
Cereals datset
check_args
Check arguments for 'plspm' and 'plspm.fit'
check_blocks
Check well defined blocks
check_boot
Check bootstrap options
check_data
Check Data
check_maxiter
Check maximum number of iterations
check_model
Check congruence between inner and outer models
check_modes
Check modes
check_path
Check path matrix
check_plscomp
Check vector of PLS components (for non-metric plspm)
check_scaling
Check types of measurement scales and metric
check_scheme
Check scheme
check_specs
Check specifications of PLS-PM algorithm
check_tol
Check tolerance threshold
college
College datasets
dummy.G
Dummy by Giorgio
futbol
Futbol dataset from Spain-England-Italy
get_alpha
Calculate Cronbach's alpha
get_ave
Calculate AVE (Average Variance Extracted)
get_boots
Performs bootstrap validation in 'plspm'
get_boot_stats
Get data frame with bootstrap statistics
get_data_scaled
Scaling data outside 'plspm'
get_dummies
Dummy matrices for categorical manifest variables
get_dummy
Non-Metric Dummy
get_effects
Path coefficient effects for 'plspm'
get_generals
Get general parameters
get_gof
Goodness-of-fit for 'plspm'
get_GQI
Group Quality Index
get_inner_summary
Inner summary assessment
get_locals_test
Local groups comparison test
get_manifests
Building data matrix with manifest variables
get_metric
Type of metric based on scaling measurement
get_nom_scale
Non-Metric Nominal Scale
get_numerics
Transform factors in MV into numeric
get_num_scale
Non-Metric Numerical Scale
get_ord_scale
Non-Metric Ordinal Scale
get_paths
Calculate path coefficients for 'plspm'
get_path_scheme
Calculate inner weighting path scheme
get_PLSR
Internal PLS regression (full data)
get_plsr1
PLS regression for 'plspm'
get_PLSRdoubleQ
get_PLSRdoubleQ
get_PLSR_NA
Internal PLS regression with missing values
get_rank
Rank of a non-metric variable
get_rho
Calculate Dillon-Goldstein's rho
get_scores
Calculate Latent Variable Scores
get_treated_data
Apply corresponding treatment to MV
get_unidim
Unidimensionality of reflective blocks
get_weights
Outer Weights
get_weights_nonmetric
Outer Weights Non-Metric Data
innerplot
Plot inner model
is_missing
Presence of missing values
it.reb
Iterative steps of Response-Based Unit Segmentation (REBUS)
local.models
PLS-PM for global and local models
mobile
ECSI Mobile Phone Provider dataset
normalize
Normalize a vector
offense
Offense dataset
orange
Orange Juice dataset
outerplot
Plot outer model
plot.plspm
Plots for PLS Path Models
plspm
PLS-PM: Partial Least Squares Path Modeling
plspm.fit
Basic results for Partial Least Squares Path Modeling
plspm.groups
Two Groups Comparison in PLS-PM
quantiplot
Quantification Plot
rebus.pls
Response Based Unit Segmentation (REBUS)
rebus.test
Permutation Test for REBUS Multi-Group Comparison
rescale
Rescale Latent Variable Scores
res.clus
Clustering on communality and structural residuals
rho
Dillon-Goldstein's rho
russa
Russett A
russb
Russett B
russett
Russett dataset
satisfaction
Satisfaction dataset
simdata
Simulated data for REBUS with two groups
spainfoot
Spanish football dataset
technology
Technology data set
test_dataset
Test Data Set Availibility
test_factors
Test presence of factors
test_manifest_scaling
Test scaling of selected manifest variables
test_null_weights
Test outer weights convergence within specified maxiter
unidim
Unidimensionality of blocks
wines
Wines dataset

Files in this package

plspm
plspm/inst
plspm/inst/tests
plspm/inst/tests/test-get-manifests.r
plspm/inst/tests/test-manifest-scaling.r
plspm/inst/tests/test-check-modes.r
plspm/inst/tests/test-get-metric.r
plspm/inst/tests/test-check-data.r
plspm/inst/tests/test-check-blocks.r
plspm/inst/tests/test-check-path.r
plspm/inst/tests/test-check-scheme.r
plspm/inst/doc
plspm/inst/doc/plspm_introduction.R
plspm/inst/doc/plspm_introduction.Rnw
plspm/inst/doc/plspm_introduction.pdf
plspm/tests
plspm/tests/test-that.r
plspm/NAMESPACE
plspm/NEWS
plspm/data
plspm/data/russett.rda
plspm/data/simdata.rda
plspm/data/futbol.rda
plspm/data/offense.rda
plspm/data/orange.rda
plspm/data/technology.rda
plspm/data/wines.rda
plspm/data/russa.rda
plspm/data/satisfaction.rda
plspm/data/spainfoot.rda
plspm/data/arizona.rda
plspm/data/college.rda
plspm/data/russb.rda
plspm/data/cereals.rda
plspm/data/mobile.rda
plspm/R
plspm/R/get_effects.r
plspm/R/get_alpha.r
plspm/R/get_metric.r
plspm/R/get_dummies.r
plspm/R/innerplot.r
plspm/R/get_unidim.r
plspm/R/get_plsr1.r
plspm/R/get_scaled_data.r
plspm/R/get_inner_summary.r
plspm/R/get_generals.r
plspm/R/get_locals_test.r
plspm/R/get_num_scale.r
plspm/R/russett-data.r
plspm/R/unidimensionality.r
plspm/R/test_manifest_scaling.r
plspm/R/get_PLSR_NA.r
plspm/R/local.models.r
plspm/R/test_null_weights.r
plspm/R/get_treated_data.r
plspm/R/get_paths.r
plspm/R/get_PLSR.r
plspm/R/get_ave.r
plspm/R/check_specifications.r
plspm/R/quantiplot.r
plspm/R/res.clus.r
plspm/R/plot.plspm.r
plspm/R/get_GQI.r
plspm/R/test_factors.r
plspm/R/plspm-package.r
plspm/R/get_rank.r
plspm/R/rescale.r
plspm/R/get_gof.r
plspm/R/get_PLSRdoubleQ.r
plspm/R/print.rebus.r
plspm/R/rebus.test.r
plspm/R/get_weights.r
plspm/R/get_boots.r
plspm/R/it.reb.r
plspm/R/get_nom_scale.r
plspm/R/test_dataset.r
plspm/R/plspm.r
plspm/R/get_ord_scale.r
plspm/R/get_path_scheme.r
plspm/R/get_manifests.r
plspm/R/plspm.fit.r
plspm/R/outerplot.r
plspm/R/plspm.groups.r
plspm/R/check_arguments.r
plspm/R/auxiliar.r
plspm/R/get_weights_nonmetric.r
plspm/R/get_rho.r
plspm/R/rebus.pls.r
plspm/R/summary_plspm.r
plspm/R/get_scores.r
plspm/vignettes
plspm/vignettes/plspm_introduction.Rnw
plspm/MD5
plspm/build
plspm/build/vignette.rds
plspm/DESCRIPTION
plspm/man
plspm/man/technology.Rd
plspm/man/get_numerics.Rd
plspm/man/test_null_weights.Rd
plspm/man/get_generals.Rd
plspm/man/it.reb.Rd
plspm/man/unidim.Rd
plspm/man/get_boots.Rd
plspm/man/check_scheme.Rd
plspm/man/russb.Rd
plspm/man/check_plscomp.Rd
plspm/man/russett.Rd
plspm/man/get_GQI.Rd
plspm/man/offense.Rd
plspm/man/get_weights_nonmetric.Rd
plspm/man/plspm.fit.Rd
plspm/man/rho.Rd
plspm/man/test_manifest_scaling.Rd
plspm/man/get_PLSR_NA.Rd
plspm/man/dummy.G.Rd
plspm/man/check_tol.Rd
plspm/man/get_alpha.Rd
plspm/man/get_metric.Rd
plspm/man/cereals.Rd
plspm/man/get_dummies.Rd
plspm/man/check_modes.Rd
plspm/man/get_data_scaled.Rd
plspm/man/innerplot.Rd
plspm/man/test_dataset.Rd
plspm/man/get_locals_test.Rd
plspm/man/check_maxiter.Rd
plspm/man/quantiplot.Rd
plspm/man/plspm.groups.Rd
plspm/man/get_treated_data.Rd
plspm/man/college.Rd
plspm/man/get_inner_summary.Rd
plspm/man/get_path_scheme.Rd
plspm/man/res.clus.Rd
plspm/man/mobile.Rd
plspm/man/orange.Rd
plspm/man/get_paths.Rd
plspm/man/get_unidim.Rd
plspm/man/get_boot_stats.Rd
plspm/man/check_path.Rd
plspm/man/local.models.Rd
plspm/man/get_ave.Rd
plspm/man/test_factors.Rd
plspm/man/get_rank.Rd
plspm/man/get_weights.Rd
plspm/man/simdata.Rd
plspm/man/russa.Rd
plspm/man/alpha.Rd
plspm/man/check_model.Rd
plspm/man/get_gof.Rd
plspm/man/get_scores.Rd
plspm/man/get_nom_scale.Rd
plspm/man/rescale.Rd
plspm/man/check_specs.Rd
plspm/man/get_manifests.Rd
plspm/man/plspm.Rd
plspm/man/is_missing.Rd
plspm/man/get_plsr1.Rd
plspm/man/satisfaction.Rd
plspm/man/wines.Rd
plspm/man/normalize.Rd
plspm/man/check_args.Rd
plspm/man/check_data.Rd
plspm/man/get_dummy.Rd
plspm/man/get_num_scale.Rd
plspm/man/arizona.Rd
plspm/man/outerplot.Rd
plspm/man/get_PLSR.Rd
plspm/man/check_scaling.Rd
plspm/man/check_boot.Rd
plspm/man/get_rho.Rd
plspm/man/plot.plspm.Rd
plspm/man/futbol.Rd
plspm/man/spainfoot.Rd
plspm/man/rebus.test.Rd
plspm/man/rebus.pls.Rd
plspm/man/get_ord_scale.Rd
plspm/man/get_PLSRdoubleQ.Rd
plspm/man/get_effects.Rd
plspm/man/check_blocks.Rd