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FastCUB
View on CRAN: Click
here
Download and install FastCUB package within the R console
Install from CRAN:
install.packages("FastCUB")
Install from Github:
library("remotes")
install_github("cran/FastCUB") Install by package version:
library("remotes")
install_version("FastCUB", "0.0.4") Attach the package and use:
library("FastCUB")
Maintained by
Rosaria Simone
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-31
Latest Update: 2025-07-24
Description:
For ordinal rating data, consider the accelerated EM algorithm to estimate and test models within the family of
CUB models (where CUB stands for Combination of a
discrete Uniform and a shifted Binomial distributions). The procedure is built upon Louis' identity for the observed information matrix. Best-subset variable selection is then implemented since it becomes more feasible from the computational point of view.
How to cite:
Rosaria Simone (2020). FastCUB: Fast Estimation of CUB Models via Louis' Identity. R package version 0.0.4, https://cran.r-project.org/web/packages/FastCUB. Accessed 18 Sep. 2026.
Previous versions and publish date:
Other packages that cited FastCUB R package
View FastCUB citation profile
Other R packages that FastCUB depends,
imports, suggests or enhances
Complete documentation for FastCUB
Functions, R codes and Examples using
the FastCUB R package
Some associated functions: BIC.fastCUB . Hadprod . bestcub . bitcsi . bitgama . coef.fastCUB . cormat . decomp . dissim . effe01 . effe10 . fastCUB . fastCUB_package . fastcub00 . fastcub0q . fastcubp0 . fastcubpq . fitted.fastCUB . inibest . inibestgama . invmatgen . kkk . logLik.fastCUB . logis . loglikcub00 . loglikcub0q . loglikcubp0 . loglikcubpq . makeplot . parnames . print.fastCUB . probbit . probcub00 . probcub0q . probcubp0 . probcubpq . relgoods . summary.fastCUB . univer . vcov.fastCUB .
Some associated R codes: BIC.R . Hadprod.R . bestcub.R . bitcsi.R . bitgama.R . coef.R . cormat.R . decomp.R . dissim.R . effe01.R . effe10.R . fastCUB.R . fastCUB_package.R . fastcub00.R . fastcub0q.R . fastcubp0.R . fastcubpq.R . fitted.R . inibest.R . inibestgama.R . invmatgen.R . kkk.R . logLik.R . logis.R . loglikcub00.R . loglikcub0q.R . loglikcubp0.R . loglikcubpq.R . makeplot.R . parnames.R . print.R . probbit.R . probcub00.R . probcub0q.R . probcubp0.R . probcubpq.R . relgoods.R . summary.R . univer.R . vcov.R . Full FastCUB package functions and examples
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