fastCUB_package: fastCUB package
In FastCUB: Fast Estimation of CUB Models via Louis' Identity
fastCUB_package R Documentation
fastCUB package
Description
The package implements Louis' identity for CUB models for rating data, to retrieve the observed information matrix
within the EM algorithm. On this basis, an accelerated estimation procedure is derived and best-subset variable selection is implemented.
Details
Package: fastCUB
Type: Package
Version: 0.0.1
Date: 2019-03-05
License: GPL-2 | GPL-3
Author(s)
Rosaria Simone
References
Simone R. (2021). An accelerated EM algorithm for mixture models with uncertainty for rating data,
Computational Statistics, 36, 691-714
Louis T.A. (1982). Finding the Observed Information Matrix when Using the EM Algorithm,
Journal of the Royal Statistical Society, Series B, 44, 226–233
FastCUB documentation built on May 29, 2024, 8:29 a.m.
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| fastCUB_package | R Documentation |
fastCUB package
Description
The package implements Louis' identity for CUB models for rating data, to retrieve the observed information matrix within the EM algorithm. On this basis, an accelerated estimation procedure is derived and best-subset variable selection is implemented.
Details
| Package: | fastCUB |
| Type: | Package |
| Version: | 0.0.1 |
| Date: | 2019-03-05 |
| License: GPL-2 | GPL-3 |
Author(s)
Rosaria Simone
References
Simone R. (2021). An accelerated EM algorithm for mixture models with uncertainty for rating data,
Computational Statistics, 36, 691-714
Louis T.A. (1982). Finding the Observed Information Matrix when Using the EM Algorithm,
Journal of the Royal Statistical Society, Series B, 44, 226–233
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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