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Sparse inverse covariance estimation with the graphical lasso.
Friedman J, Hastie T, Tibshirani R. Friedman J, et al. Among authors: hastie t. Biostatistics. 2008 Jul;9(3):432-41. doi: 10.1093/biostatistics/kxm045. Epub 2007 Dec 12. Biostatistics. 2008. PMID: 18079126 Free PMC article.
Strong rules for discarding predictors in lasso-type problems.
Tibshirani R, Bien J, Friedman J, Hastie T, Simon N, Taylor J, Tibshirani RJ. Tibshirani R, et al. Among authors: hastie t. J R Stat Soc Series B Stat Methodol. 2012 Mar;74(2):245-266. doi: 10.1111/j.1467-9868.2011.01004.x. J R Stat Soc Series B Stat Methodol. 2012. PMID: 25506256 Free PMC article.
The graphical lasso: New insights and alternatives.
Mazumder R, Hastie T. Mazumder R, et al. Among authors: hastie t. Electron J Stat. 2012 Nov 9;6:2125-2149. doi: 10.1214/12-EJS740. Electron J Stat. 2012. PMID: 25558297 Free PMC article.
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