Package: Rnest 0.0.0.2

Rnest: Next Eigenvalue Sufficiency Test

Determine the number of dimensions to retain in exploratory factor analysis. The main function, nest(), returns the solution and the plot(nest()) returns a plot.

Authors:P.-O. Caron [aut, cre, cph]

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Rnest.pdf |Rnest.html✨
Rnest/json (API)

# Install 'Rnest' in R:

install.packages('Rnest', repos = c('https://quantmeth.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/quantmeth/rnest/issues

Datasets:

achim - A list of seven correlation matrices.
briggs_maccallum2003 - A list of three correlation matrice.
caron2016 - A list of six correlation matrice composed of nine variables with three factors.
cormat - A list containing 120 correlation matrices
cormat.l - A list containing 120 lists of correlation matrices and their underlying characteristics
ex_2factors - A correlation matrix composed of 2 factors.
ex_3factors_doub_unique - A correlation matrix composed of two factors, a double factor and a unique variable.
ex_4factors_corr - A correlation matrix composed of 4 correlated factors.
meek_bouchard - A correlation matrix given by Meek-Bouchard.

On CRAN:

exploratory-data-analysis factor-analysis

5 exports 2 stars 1.25 score 91 dependencies 2 scripts 150 downloads

Last updated 13 days agofrom:89e7f26886. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 04 2024
R-4.5-win	OK	Sep 04 2024
R-4.5-linux	OK	Sep 04 2024
R-4.4-win	OK	Sep 04 2024
R-4.4-mac	OK	Sep 04 2024
R-4.3-win	OK	Sep 04 2024
R-4.3-mac	OK	Sep 04 2024

Exports:genr8 loadings nest pa shem

Dependencies:abind arm BH bit bit64 boot clarabel cli clue cluster coda codetools colorspace crayon CVXR DEoptim digest ECOSolveR EFA.MRFA fansi farver foreach fungible GA ggplot2 glue gmp GPArotation gtable isoband iterators labeling lattice lavaan lifecycle lme4 magrittr MASS Matrix MatrixModels MBESS mcmc MCMCpack mgcv mi minqa mnormt munsell mvtnorm nleqslv nlme nloptr numDeriv OpenMx osqp pbivnorm pbmcapply PCovR pillar pkgconfig plyr psych quadprog quantreg R6 RColorBrewer Rcpp RcppArmadillo RcppEigen RcppParallel Rcsdp reshape2 rlang Rmpfr rpf RSpectra scales scs sem semTools SparseM StanHeaders stringi stringr survival ThreeWay tibble utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
A list of seven correlation matrices.	achim
A list of three correlation matrice.	briggs_maccallum2003
A list of six correlation matrice composed of nine variables with three factors.	caron2016
A list containing 120 correlation matrices	cormat
A list containing 120 lists of correlation matrices and their underlying characteristics	cormat.l
A correlation matrix composed of 2 factors.	ex_2factors
A correlation matrix composed of two factors, a double factor and a unique variable.	ex_3factors_doub_unique
A correlation matrix composed of 4 correlated factors.	ex_4factors_corr
Simplify the the generation from a Multivariate Normal Distributions	genr8
Print Loadings in NEST	loadings
A correlation matrix given by Meek-Bouchard.	meek_bouchard
Nest Eigenvalue Sufficiency Test (NEST)	nest
Parallel analysis	pa
Print results of NEST	plot.nest
Print results of NEST	print.nest
Split-Half Eigenvector Matching (SHEM)	shem
Summary results of NEST	summary.nest