FastCUB: Fast Estimation of CUB Models via Louis' Identity

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.

Version: 0.0.3
Depends: R (≥ 2.15.2)
Imports: methods, Formula, utils, CUB
Published: 2024-03-08
DOI: NA
Author: Rosaria Simone [aut, cre]
Maintainer: Rosaria Simone <rosaria.simone at unina.it>
License: GPL-2 | GPL-3
NeedsCompilation: no
CRAN checks: FastCUB results

Documentation:

Reference manual: FastCUB.pdf

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Package source: FastCUB_0.0.3.tar.gz
Windows binaries: r-devel: FastCUB_0.0.3.zip, r-release: FastCUB_0.0.3.zip, r-oldrel: FastCUB_0.0.3.zip
macOS binaries: r-release (arm64): FastCUB_0.0.3.tgz, r-oldrel (arm64): FastCUB_0.0.3.tgz, r-release (x86_64): FastCUB_0.0.3.tgz, r-oldrel (x86_64): FastCUB_0.0.3.tgz
Old sources: FastCUB archive

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