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Entropic.Scree  

Information-Theoretic Dimensionality Estimation
View on CRAN: Click here


Download and install Entropic.Scree package within the R console
Install from CRAN:
install.packages("Entropic.Scree")

Install from Github:
library("remotes")
install_github("cran/Entropic.Scree")

Install by package version:
library("remotes")
install_version("Entropic.Scree", "1.0.1")



Attach the package and use:
library("Entropic.Scree")
Maintained by
Terrence J. Lee-St. John
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-15
Latest Update: 2026-09-15
Description:
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>.
How to cite:
Terrence J. Lee-St. John (2026). Entropic.Scree: Information-Theoretic Dimensionality Estimation. R package version 1.0.1, https://cran.r-project.org/web/packages/Entropic.Scree. Accessed 03 Oct. 2026.
Previous versions and publish date:
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Complete documentation for Entropic.Scree
Functions, R codes and Examples using the Entropic.Scree R package
Full Entropic.Scree package functions and examples
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