
huge
 Referenced in 49 articles
[sw08466]
 minor convergence problem of the graphical lasso algorithm is corrected; (5) the package allows ... user to apply both lossless and lossy screening rules to scale up largescale problems...

flare
 Referenced in 21 articles
[sw12406]
 Dantzig Selector, LAD Lasso, SQRT Lasso, Lq Lasso for estimating high dimensional sparse linear model ... solved by linearization algorithm. A multistage screening approach is adopted for further acceleration. Besides ... also provide the extension of these Lasso variants to sparse Gaussian graphical model estimation including...

Celer
 Referenced in 5 articles
[sw37123]
 Celer: a Fast Solver for the Lasso with Dual Extrapolation. Convex sparsityinducing regularizations ... achieved either by discarding irrelevant features (screening techniques) or by prioritizing features likely...

regRSM
 Referenced in 3 articles
[sw16955]
 Subspace Method and the version with initial screening of redundant variables are discussed. We developed ... proposed algorithm and the competitive methods like lasso or CAR scores. In the performance tests...

Matlab
 Referenced in 13559 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

R
 Referenced in 10082 articles
[sw00771]
 R is a language and environment for statistical...

QUADPACK
 Referenced in 264 articles
[sw01236]
 Fortran subprograms for evaluating definite integrals of functions...

SPLUS
 Referenced in 615 articles
[sw02892]
 SPLUS is a powerful environment for statistical...

OSCAR
 Referenced in 58 articles
[sw03026]
 Simultaneous regression shrinkage, variable selection, and supervised clustering...

UCIml
 Referenced in 3435 articles
[sw04074]
 UC Irvine Machine Learning Repository. We currently maintain...

CPLEX
 Referenced in 2790 articles
[sw04082]
 IBM® ILOG® CPLEX® offers C, C++, Java, .NET...

Gurobi
 Referenced in 714 articles
[sw04105]
 GUROBI OPTIMIZER: State of the Art Mathematical Programming...

lpSolve
 Referenced in 52 articles
[sw04106]
 lpSolve: Interface to Lp_solve v. 5.5 to...

Bioconductor
 Referenced in 328 articles
[sw04205]
 Bioconductor provides tools for the analysis and comprehension...

SPSS
 Referenced in 676 articles
[sw04269]
 SPSS is a computer program used for survey...

CRAN
 Referenced in 568 articles
[sw04351]
 R is ‘GNU S’, a freely available language...

mvtnorm
 Referenced in 171 articles
[sw04359]
 R package mvtnorm: Multivariate Normal and t Distributions...

survival
 Referenced in 200 articles
[sw04364]
 R package survival: Survival analysis, including penalised likelihood...

MASS (R)
 Referenced in 354 articles
[sw04479]
 R package MASS: Support Functions and Datasets for...