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fungible  

Psychometric Functions from the Waller Lab
View on CRAN: Click here


Download and install fungible package within the R console
Install from CRAN:
install.packages("fungible")

Install from Github:
library("remotes")
install_github("cran/fungible")

Install by package version:
library("remotes")
install_version("fungible", "2.4.4.1")



Attach the package and use:
library("fungible")
Maintained by
Niels Waller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-08-18
Latest Update: 2025-09-03
Description:
Computes fungible coefficients and Monte Carlo data. Underlying theory for these functions is described in the following publications: Waller, N. (2008). Fungible Weights in Multiple Regression. Psychometrika, 73(4), 691-703, . Waller, N. & Jones, J. (2009). Locating the Extrema of Fungible Regression Weights. Psychometrika, 74(4), 589-602, . Waller, N. G. (2016). Fungible Correlation Matrices: A Method for Generating Nonsingular, Singular, and Improper Correlation Matrices for Monte Carlo Research. Multivariate Behavioral Research, 51(4), 554-568. Jones, J. A. & Waller, N. G. (2015). The normal-theory and asymptotic distribution-free (ADF) covariance matrix of standardized regression coefficients: theoretical extensions and finite sample behavior. Psychometrika, 80, 365-378, . Waller, N. G. (2018). Direct Schmid-Leiman transformations and rank-deficient loadings matrices. Psychometrika, 83, 858-870. .
How to cite:
Niels Waller (2015). fungible: Psychometric Functions from the Waller Lab. R package version 2.4.4.1, https://cran.r-project.org/web/packages/fungible. Accessed 22 Sep. 2026.
Previous versions and publish date:
(2026-09-04 07:11), 1.0 (2015-08-18 20:20), 1.1 (2015-10-02 10:57), 1.2 (2015-12-15 20:49), 1.3 (2016-01-23 23:12), 1.5 (2016-11-09 23:54), 1.75 (2018-11-18 01:50), 1.76 (2019-01-25 08:20), 1.79 (2019-03-01 18:30), 1.80 (2019-03-06 17:12), 1.81 (2019-04-12 19:22), 1.86 (2019-05-14 17:20), 1.91 (2019-10-07 20:10), 1.92 (2019-10-14 17:40), 1.93 (2019-11-20 21:20), 1.95.2 (2020-01-20 20:30), 1.95 (2019-12-18 05:30), 1.96.3 (2020-06-03 22:20), 1.97 (2021-04-01 06:20), 1.98 (2021-09-06 21:40), 1.99 (2021-09-28 20:30), 2.0 (2022-03-01 19:30), 2.2.1 (2022-06-10 20:30), 2.2.2 (2022-06-11 00:00), 2.2 (2022-04-26 23:00), 2.3 (2023-03-19 23:00), 2.4.2 (2024-01-23 22:30), 2.4.3 (2024-02-08 17:50), 2.4.4.1 (2025-12-12 14:00), 2.4.4 (2024-03-09 23:30), 2.4.7 (2026-04-07 07:11)
Other packages that cited fungible R package
View fungible citation profile
Other R packages that fungible depends, imports, suggests or enhances
Complete documentation for fungible
Functions, R codes and Examples using the fungible R package
Some associated functions: ACL . AmzBoxes . BadRBY . BadRJN . BadRKtB . BadRLG . BadRRM . BiFAD . Boruch70 . Box20 . Box26 . CompleteRcvx . CompleteRdev . CompleteRmap . FMP . FMPMonotonicityCheck . FUP . GenerateBoxData . HS9Var . HW . Jackson67 . Ledermann . Malmi79 . Omega . RGen . Ravgr . Rbounds . RnpdMAP . SLi . SchmidLeiman . TR . TaylorRussell . Thurstone41 . ThurstoneBox20 . ThurstoneBox26 . VolElliptope . adfCor . adfCov . bigen . cb . cfi . corDensity . corSample . corSmooth . cosMat . d2r . eap . eigGen . enhancement . erf . faAlign . faBounds . faEKC . faIB . faLocalMin . faMAP . faMB . faMain . faScores . faSort . faStandardize . faX . fals . fapa . fareg . fsIndeterminacy . fungible . fungibleExtrema . fungibleL . fungibleR . gen4PMData . genCorr . genFMPData . genPhi . get_wb_mod . irf . itemDescriptives . kurt . monte . monte1 . noisemaker . normF . normalCor . obj_func . orderFactors . plot.monte . print.faMB . print.faMain . promaxQ . r2d . rGivens . rMAP . rPCA . rarc . rcone . rcor . rellipsoid . restScore . rmsd . rmsea . seBeta . seBetaCor . seBetaFixed . semify . simFA . skew . smoothAPA . smoothBY . smoothKB . smoothLG . summary.faMB . summary.faMain . summary.monte . summary.monte1 . svdNorm . tetcor . tetcorQuasi . tkl . vcos . vnorm . wb . 
Some associated R codes: ACL.R . AmzBoxes.R . BiFAD.R . Boruch70.R . Box20.R . Box26.R . CompleteRcvx.R . CompleteRdev.R . CompleteRmap.R . FMP.R . FMPMonotonicityCheck.R . FUP.R . GenerateBoxData.R . HW.R . Jackson67.R . Ledermann.R . Malmi79.R . Omega.R . RGen.R . Ravgr.R . Rbounds.R . RnpdMAP.R . SLi.R . SchmidLeiman.R . TR.R . TaylorRussell.R . Thurstone41.R . ThurstoneBox20.R . ThurstoneBox26.R . VolElliptope.R . adfCor.R . adfCov.R . bigen.R . cb.R . cfi.R . corDensity.R . corSample.R . corSmooth.R . cosMAT.R . eap.R . eigGen.R . enhancement.R . erf.R . faAlign.R . faBounds.R . faEKC.R . faIB.R . faLocalMin.R . faMAP.R . faMB.R . faMain.R . faScores.R . faSort.R . faStandardize.R . faX.R . fals.R . fapa.R . fareg.R . fsIndeterminacy.R . fungible-package.R . fungible.R . fungibleExtrema.R . fungibleL.R . fungibleR.R . gen4PMData.R . genCorr.R . genFMPData.R . genPhi.R . get_wb_mod.R . irf.R . itemDescriptives.R . kurt.R . monte.R . monte1.R . noisemaker.R . normF.R . normalCor.R . obj_func.R . orderFactors.R . plot.monte.R . print.faMB.R . print.faMain.R . print.summary.monte.R . print.summary.monte1.R . promaxQ.R . rGivens.R . rMAP.R . rPCA.R . rarc.R . rcone.R . rcor.R . rellipsoid.R . restScore.R . rmsd.R . rmsea.R . seBeta.R . seBetaCor.R . seBetaFixed.R . semify.R . simFA.R . skew.R . smoothAPA.R . smoothBY.R . smoothKB.R . smoothLG.R . summary.faMB.R . summary.faMain.R . summary.monte.R . summary.monte1.R . svdNorm.R . tetcor.R . tetcorQuasi.R . tkl.R . wb.R .  Full fungible package functions and examples
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