Package: CorrToolBox 1.6.4

CorrToolBox: Modeling Correlational Magnitude Transformations in Discretization Contexts

Modeling the correlation transitions under specified distributional assumptions within the realm of discretization in the context of the latency and threshold concepts. The details of the method are explained in Demirtas, H. and Vardar-Acar, C. (2017) <doi:10.1007/978-981-10-3307-0_4>.

Authors:Rawan Allozi, Hakan Demirtas, Ran Gao

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

# Install 'CorrToolBox' in R:
install.packages('CorrToolBox', repos = c('https://bernice0321.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.71 score 1 packages 17 scripts 422 downloads 15 exports 16 dependencies

Last updated 3 years agofrom:0c0d171f4a. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-winOKMar 09 2025
R-4.5-macOKMar 09 2025
R-4.5-linuxOKMar 09 2025
R-4.4-winOKMar 09 2025
R-4.4-macOKMar 09 2025
R-4.4-linuxOKMar 09 2025
R-4.3-winOKMar 09 2025
R-4.3-macOKMar 09 2025

Exports:bs2pbscorrY2corrZcorrZ2corrYcorrZ2ophicorrZ2phimps2cpsophi2corrZophi2polyordYpbs2bsphi2tetpoly2ophipps2psps2ppstet2phi

Dependencies:BBBinNonNorBinOrdNonNorcorpcorGenOrdGPArotationlatticeMASSMatrixmnormtmomentsmvtnormnlmeOrdNorpsychquadprog

Readme and manuals

Help Manual

Help pageTopics
Modeling Correlational Magnitude Transformations in Discretization ContextsCorrToolBox-package CorrToolBox
Computation of the Point-Biserial Correlation from the Biserial Correlationbs2pbs
Computation of the Correlation of Bivariate Standard Normal Variables from the Correlation of Bivariate Nonnormal VariablescorrY2corrZ
Computation of the Correlation of Bivariate Nonnormal Variables from the Correlation of Bivariate Standard Normal VariablescorrZ2corrY
Computation of the Ordinal Phi Coefficient from the Correlation of Bivariate Standard Normal VariablescorrZ2ophi
Computation of the Phi Coefficient from the Correlation of Bivariate Standard Normal VariablescorrZ2phi
Computation of Cumulative Probabilities Given a Set of Marginal Probabilitiesmps2cps
Computation of the Correlation of Bivariate Standard Normal Variables from the Ordinal Phi Coefficientophi2corrZ
Computation of the Polychoric Correlation from the Ordinal Phi Coefficientophi2poly
Ordinalization of a Continuous VariableordY
Computation of the Biserial Correlation from the Point-Biserial Correlationpbs2bs
Computation of the Tetrachoric Correlation from the Phi Coefficientphi2tet
Computation of the Ordinal Phi Coefficient from the Polychoric Correlationpoly2ophi
Computation of the Polyserial Correlation from the Point-Polyserial Correlationpps2ps
Computation of the Point-Polyserial Correlation from the Polyserial Correlationps2pps
Computation of the Phi Coefficient from the Tetrachoric Correlationtet2phi