Dependence modelling in ultra high dimensions with vine copulas and the Graphical Lasso

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Sparse inverse covariance estimation with the graphical lasso

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Biostatistics · 2007 · 6.6K citations · Full text

Life Sciences, Bioinformatics, Biostatistics +13

Shortest Connection Networks And Some Generalizations

R. C. Prim · Bell System Technical Journal · 1957 · 4.6K citations

Computing, Computer Science, Interconnection Networks +9

High dimensional graphs and variable selection with the Lasso

2006 · 2.7K citations

Computing, Biostatistics, Machine Learning +16

High-dimensional graphs and variable selection with the Lasso

The Annals of Statistics · 2006 · 2.5K citations · Full text

Computing, Biostatistics, Machine Learning +16