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An information-theoretic diagnostic technique for estimating the intrinsic dimensionality of tabular datasets. Evaluates shared probability mass via a transformed mutual information metric. Aims to extract the Intrinsic Generative Rank (r) and structural topology. For full methodological details, see the preprint by Lee-St. John (2026) <https://zenodo.org/records/22028087>.
| Version: | 1.0.1 |
| Imports: | data.table, ggplot2, infotheo, parallel, patchwork, Rcpp |
| LinkingTo: | Rcpp |
| Published: | 2026-09-15 |
| DOI: | 10.32614/CRAN.package.Entropic.Scree |
| Author: | Terrence J. Lee-St. John [aut, cre] |
| Maintainer: | Terrence J. Lee-St. John <terry at enli.com.au> |
| License: | Apache License 2.0 |
| Copyright: | Terrence J. Lee-St. John (Enli) |
| URL: | https://zenodo.org/records/22028087 |
| NeedsCompilation: | yes |
| CRAN checks: | Entropic.Scree results |
| Reference manual: | Entropic.Scree.html , Entropic.Scree.pdf |
| Package source: | Entropic.Scree_1.0.1.tar.gz |
| Windows binaries: | r-devel: Entropic.Scree_1.0.1.zip, r-release: Entropic.Scree_1.0.1.zip, r-oldrel: Entropic.Scree_1.0.1.zip |
| macOS binaries: | r-release (arm64): Entropic.Scree_1.0.1.tgz, r-oldrel (arm64): Entropic.Scree_1.0.1.tgz, r-release (x86_64): Entropic.Scree_1.0.1.tgz, r-oldrel (x86_64): Entropic.Scree_1.0.1.tgz |
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