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AdaptiveSparsity  

Adaptive Sparsity Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("AdaptiveSparsity", "1.6")



Attach the package and use:
library("AdaptiveSparsity")
Maintained by
Kris Campbell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-09-17
Latest Update:
Description:
Implements Figueiredo EM algorithm for adaptive sparsity (Jeffreys prior) (see Figueiredo, M.A.T.; , "Adaptive sparseness for supervised learning," Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.25, no.9, pp. 1150- 1159, Sept. 2003) and Wong algorithm for adaptively sparse gaussian geometric models (see Wong, Eleanor, Suyash Awate, and P. Thomas Fletcher. "Adaptive Sparsity in Gaussian Graphical Models." In Proceedings of the 30th International Conference on Machine Learning (ICML-13), pp. 311-319. 2013.)
How to cite:
Kris Campbell (2013). AdaptiveSparsity: Adaptive Sparsity Models. R package version 1.6, https://cran.r-project.org/web/packages/AdaptiveSparsity. Accessed 26 Aug. 2026.
Previous versions and publish date:
1.1 (2013-09-17 20:12), 1.2 (2013-09-19 08:47), 1.3 (2013-12-10 07:56), 1.4 (2014-01-03 18:14), 1.5 (2018-07-10 09:40), 1.6 (2018-08-21 00:20), (2026-07-09 07:57)
Other packages that cited AdaptiveSparsity R package
View AdaptiveSparsity citation profile
Other R packages that AdaptiveSparsity depends, imports, suggests or enhances
Functions, R codes and Examples using the AdaptiveSparsity R package
Some associated functions: asggm-internal . asggm . aslm-internal . aslm-methods . aslm-package . aslm . summary.aslm . 
Some associated R codes: asggm.R . aslm.R .  Full AdaptiveSparsity package functions and examples
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