intRinsic: An R Package for Model-Based Estimation of the Intrinsic Dimension of a Dataset

This article illustrates intRinsic, an R package that implements novel state-of-the-art likelihood-based estimators of the intrinsic dimension of a dataset, an essential quantity for most dimensionality reduction techniques. In order to make these novel estimators easily accessible, the package cont...

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Bibliographic Details
Main Author: Francesco Denti
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2023-04-01
Series:Journal of Statistical Software
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/4642