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FastCUB  

Fast Estimation of CUB Models via Louis' Identity
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", "0.0.3")



Attach the package and use:
library("FastCUB")
Maintained by
Rosaria Simone
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-31
Latest Update: 2020-02-12
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 0.0.3, https://cran.r-project.org/web/packages/FastCUB. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.0.1 (2020-01-31 18:00), 0.0.2 (2020-02-12 23:30)
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