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AIDA  

Analysis of Interval DAta
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/AIDA")

Install by package version:
library("remotes")
install_version("AIDA", "0.1.5")



Attach the package and use:
library("AIDA")
Maintained by
Catarina P. Loureiro
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-12
Latest Update: 2026-05-12
Description:
Tools for the analysis of interval-valued data, including construction, visualization, and statistical modeling. The package provides the 'intData' class for representing interval-valued data, along with functions to aggregate microdata and to estimate parameters of latent distributions. Barycenter and covariance matrix estimation is implemented based on the Mallows distance (Oliveira et al. (2025) <doi:10.48550/arXiv.2407.05105>). Robust estimation of the symbolic covariance matrix is implemented via the Interval Minimum Covariance Determinant (IMCD) estimator, enabling outlier detection based on the robust squared Interval-Mahalanobis distance, as proposed by Loureiro et al. (2026) <doi:10.48550/arXiv.2604.26769>.
How to cite:
Catarina P. Loureiro (2026). AIDA: Analysis of Interval DAta. R package version 0.1.5, https://cran.r-project.org/web/packages/AIDA. Accessed 11 Sep. 2026.
Previous versions and publish date:
0.1.5 (2026-05-12 21:30), 0.2.0 (2026-06-30 13:42), (2026-09-04 14:10)
Other packages that cited AIDA R package
View AIDA citation profile
Other R packages that AIDA depends, imports, suggests or enhances
Complete documentation for AIDA
Functions, R codes and Examples using the AIDA R package
Full AIDA package functions and examples
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