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A collection of functions to compute the Rao-Stirling diversity index (Porter and Rafols, 2009) <doi:10.1007/s11192-008-2197-2> and its extension to acknowledge missing data (i.e., uncategorized references) by calculating its interval of uncertainty using mathematical optimization as proposed in Calatrava et al. (2016) <doi:10.1007/s11192-016-1842-4>. The Rao-Stirling diversity index is a well-established bibliometric indicator to measure the interdisciplinarity of scientific publications. Apart from the obligatory dataset of publications with their respective references and a taxonomy of disciplines that categorizes references as well as a measure of similarity between the disciplines, the Rao-Stirling diversity index requires a complete categorization of all references of a publication into disciplines. Thus, it fails for a incomplete categorization; in this case, the robust extension has to be used, which encodes the uncertainty caused by missing bibliographic data as an uncertainty interval. Classification / ACM - 2012: Information systems ~ Similarity measures, Theory of computation ~ Quadratic programming, Applied computing ~ Digital libraries and archives.
| Version: | 1.0-5 |
| Depends: | R (≥ 3.2) |
| Imports: | doParallel (≥ 1.0.10), gmp (≥ 0.5-12), iterpc (≥ 0.3.0), quadprog (≥ 1.5-5), igraph (≥ 1.0.1), foreach (≥ 1.4.3) |
| Published: | 2020-01-24 |
| DOI: | 10.32614/CRAN.package.robustrao |
| Author: | Maria del Carmen Calatrava Moreno [aut, cre], Thomas Auzinger [aut] |
| Maintainer: | Maria del Carmen Calatrava Moreno <mc.calatrava.moreno at gmail.com> |
| License: | GPL-3 |
| URL: | https://gitlab.com/mc.calatrava.moreno/robustrao.git |
| NeedsCompilation: | no |
| Citation: | robustrao citation info |
| In views: | MissingData |
| CRAN checks: | robustrao results |
| Reference manual: | robustrao.pdf |
| Package source: | robustrao_1.0-5.tar.gz |
| Windows binaries: | r-devel: robustrao_1.0-5.zip, r-release: robustrao_1.0-5.zip, r-oldrel: robustrao_1.0-5.zip |
| macOS binaries: | r-release (arm64): robustrao_1.0-5.tgz, r-oldrel (arm64): robustrao_1.0-5.tgz, r-release (x86_64): robustrao_1.0-5.tgz, r-oldrel (x86_64): robustrao_1.0-5.tgz |
| Old sources: | robustrao archive |
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These binaries (installable software) and packages are in development.
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