fungible: Fungible Coefficients and Monte Carlo Functions

Share:

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, <DOI10.1007/s11336-008-9066-z>. Waller, N. & Jones, J. (2009). Locating the Extrema of Fungible Regression Weights. Psychometrika, 74(4), 589-602, <DOI10.1007/s11336-008-9087-7>. 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, <DOI10.1080/00273171.2016.1178566>. 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, <DOI10.1007/s11336-013-9380-y>.

Author
Niels G. Waller <nwaller@umn.edu> and Jeff Jones <jeff.jones@kornferry.com>
Date of publication
2016-11-09 23:54:09
Maintainer
Niels G. Waller <nwaller@umn.edu>
License
GPL (>= 2)
Version
1.5

View on CRAN

Man pages

adfCor
Asymptotic Distribution-Free Covariance Matrix of...
adfCov
Asymptotic Distribution-Free Covariance Matrix of Covariances
bigen
Generate Correlated Binary Data
corSample
Sample Correlation Matrices from a Population Correlation...
corSmooth
Smooth a Non PD Correlation Matrix
d2r
Convert Degrees to Radians
eigGen
Generate eigenvalues for R matrices with underlying component...
enhancement
Find OLS Regression Coefficients that Exhibit Enhancement
fungible
Generate Fungible Regression Weights
fungibleExtrema
Locate Extrema of Fungible Regression Weights
fungibleL
Generate Fungible Logistic Regression Weights
fungibleR
Generate Fungible Correlation Matrices
genCorr
Generate Correlation Matrices with User-Defined Eigenvalues
kurt
Calculate Univariate Kurtosis for a Vector or Matrix
monte
Simulate Clustered Data with User-Defined Properties
monte1
Simulate Multivariate Non-normal Data by Vale & Maurelli...
normalCor
Compute Normal-Theory Covariances for Correlations
plot.monte
Plot Method for Class Monte
r2d
Convert Radians to Degrees
rarc
Rotate Points on the Surface on an N-Dimensional Ellipsoid
rcone
Generate a Cone of Regression Coefficient Vectors
rcor
Generate Random PSD Correlation Matrices
rellipsoid
Generate Uniformly Spaced OLS Regression Coefficients that...
rGivens
Generate Correlation Matrices with Specified Eigenvalues
rMAP
Generate Correlation Matrices with Specified Eigenvalues
seBeta
Standard Errors and CIs for Standardized Regression...
seBetaCor
Standard Errors and CIs for Standardized Regression...
seBetaFixed
Covariance Matrix and Standard Errors for Standardized...
skew
Calculate Univariate Skewness for a Vector or Matrix
summary.monte
Summary Method for an Object of Class Monte
summary.monte1
Summary Method for an Object of Class Monte1
tetcor
Compute ML Tetrachoric Correlations
tetcorQuasi
Correlation between a Naturally and an Artificially...
vcos
Compute the Cosine Between Two Vectors
vnorm
Norm a Vector to Unit Length

Files in this package

fungible
fungible/inst
fungible/inst/CITATION
fungible/inst/doc
fungible/inst/doc/fungible-manual.pdf
fungible/NAMESPACE
fungible/R
fungible/R/d2r.r
fungible/R/rcor.R
fungible/R/kurt.R
fungible/R/tetcorQuasi.R
fungible/R/enhancement.R
fungible/R/fungible.R
fungible/R/plot.monte.R
fungible/R/rGivens.R
fungible/R/print.summary.monte1.R
fungible/R/seBetaCor.R
fungible/R/rarc.R
fungible/R/fungibleExtrema.R
fungible/R/r2d.r
fungible/R/vcos.r
fungible/R/corSample.R
fungible/R/rMAP.R
fungible/R/genCorr.R
fungible/R/fungibleR.R
fungible/R/summary.monte1.R
fungible/R/corSmooth.R
fungible/R/seBeta.R
fungible/R/rellipsoid.R
fungible/R/skew.R
fungible/R/tetcor.R
fungible/R/normalCor.R
fungible/R/print.summary.monte.R
fungible/R/monte1.R
fungible/R/rcone.R
fungible/R/eigGen.R
fungible/R/bigen.R
fungible/R/fungibleL.R
fungible/R/seBetaFixed.R
fungible/R/adfCor.R
fungible/R/adfCov.R
fungible/R/summary.monte.R
fungible/R/monte.R
fungible/R/vnorm.r
fungible/MD5
fungible/DESCRIPTION
fungible/man
fungible/man/corSample.Rd
fungible/man/plot.monte.Rd
fungible/man/adfCov.Rd
fungible/man/summary.monte1.Rd
fungible/man/kurt.Rd
fungible/man/rMAP.Rd
fungible/man/genCorr.Rd
fungible/man/summary.monte.Rd
fungible/man/skew.Rd
fungible/man/rcone.Rd
fungible/man/d2r.Rd
fungible/man/adfCor.Rd
fungible/man/fungibleExtrema.Rd
fungible/man/rellipsoid.Rd
fungible/man/fungibleL.Rd
fungible/man/bigen.Rd
fungible/man/monte.Rd
fungible/man/seBeta.Rd
fungible/man/vnorm.Rd
fungible/man/fungibleR.Rd
fungible/man/rGivens.Rd
fungible/man/rcor.Rd
fungible/man/seBetaFixed.Rd
fungible/man/vcos.Rd
fungible/man/enhancement.Rd
fungible/man/tetcorQuasi.Rd
fungible/man/eigGen.Rd
fungible/man/rarc.Rd
fungible/man/normalCor.Rd
fungible/man/tetcor.Rd
fungible/man/r2d.Rd
fungible/man/seBetaCor.Rd
fungible/man/corSmooth.Rd
fungible/man/monte1.Rd
fungible/man/fungible.Rd