Files in quadrupen

Sparse and Group Sparse Linear Models

MD5

NEWS.md README.md

NAMESPACE

DESCRIPTION

R/RcppExports.R R/lava.R R/bounded-reg.R R/DataModel-R6Class.R R/init.R R/fused-lasso.R R/group_sparse_lm_aliases.R R/sparse_lm.R R/quadrupen-package.R R/group_sparse_lm.R R/InformationCriteria-R6Class.R R/Regularizers-R6Class.R R/sparse_lm_aliases.R R/quadrupen-S3Methods.R R/StabilityPath-R6Class.R R/ridge.R R/group-lava.R R/CrossValidation-R6Class.R R/utils.R R/QuadrupenFit-R6Class.R

src/Makevars.win

src/Makevars

src/wrapper_RidgeRegression.cpp

src/RcppExports.cpp

src/wrapper_SparseRegression.cpp

src/wrapper_FusedLasso.cpp

src/wrapper_GroupSparseRegression.cpp

src/wrapper_BoundedRegression.cpp

src/wrapper_GroupLava.cpp

src/wrapper_Lava.cpp

src/Quadrupen/RidgeRegression.h

src/Quadrupen/PenaltySparse.h

src/Quadrupen/PenaltyDense.cpp

src/Quadrupen/Lava.h

src/Quadrupen/SparsifyingRegularizer.h

src/Quadrupen/GroupLava.h

src/Quadrupen/BaseLava.h

src/Quadrupen/OptimizerGroup.h

src/Quadrupen/Regularizer.h

src/Quadrupen/PenaltyDense.h

src/Quadrupen/RegressionData.h

src/Quadrupen/ActiveSet.h

src/Quadrupen/ActiveSetGroup.h

src/Quadrupen/PenaltyGroup.cpp

src/Quadrupen/PenaltyGroup.h

src/Quadrupen/RidgeRegression.cpp

src/Quadrupen/SparseRegularizer.h

src/Quadrupen/Optimizer.h

src/Quadrupen/OptimizerSparse.h

src/Quadrupen/BoundedRegression.cpp

src/Quadrupen/BoundedRegression.h

src/Quadrupen/PenaltyUtils.h

src/Quadrupen/PenaltySparse.cpp

src/Quadrupen/OptimizerLINF.cpp

src/Quadrupen/Optimizer.cpp

src/Quadrupen/OptimizerLINF.h

src/Quadrupen/GroupSparseRegularizer.h

src/FusedLasso/FusedLasso_data_struct.cpp

src/FusedLasso/FusedLasso_optim.h

src/FusedLasso/FusedLasso_debug.cpp

src/FusedLasso/FusedLasso_utils.cpp

src/FusedLasso/FusedLasso_vectorops.h

src/FusedLasso/FusedLasso_graph.h

src/FusedLasso/FusedLasso_class.cpp

src/FusedLasso/FusedLasso_debug.h

src/FusedLasso/FusedLasso_enums.h

src/FusedLasso/FusedLasso_utils.h

src/FusedLasso/FusedLasso_data_struct.h

src/FusedLasso/FusedLasso_class.h

src/FusedLasso/FusedLasso_graph.cpp

src/FusedLasso/FusedLasso_optim.cpp

inst/CITATION

inst/WORDLIST

inst/doc/lava.R inst/doc/lava.Rmd inst/doc/structured-signal-recovery.R inst/doc/structured-signal-recovery.Rmd inst/doc/group-sparse-regression.Rmd inst/doc/sparse-regression.Rmd inst/doc/group-sparse-regression.R inst/doc/sparse-regression.R

inst/doc/group-sparse-regression.html

inst/doc/lava.html

inst/doc/structured-signal-recovery.html

inst/doc/sparse-regression.html

inst/examples/bounded.reg.R inst/examples/criteria.R inst/examples/crossval.R inst/examples/plot_path.R inst/examples/elastic.net.R inst/examples/ridge.R inst/examples/stability.R inst/tests/check_cv_bulletproof.R inst/tests/check_breg_bulletproof.R inst/tests/check_monitor.R demo/quad_breg.R

demo/00Index

demo/quad_enet.R demo/quad_lasso.R

build/vignette.rds

tests/testthat.R tests/testthat/test-obs-weights.R tests/testthat/test-lasso.R tests/testthat/test-enet-reference.R tests/testthat/test-enet-penscale.R

tests/testthat/dataTest-boundedReg.rds

tests/testthat/dataTest-Enet.rds

tests/testthat/test-mcp.R tests/testthat/test-ridge.R tests/testthat/test-enet-warm.R

tests/testthat/dataTest-GroupLasso.rds

tests/testthat/test-scad.R tests/testthat/test-grplasso-reference.R tests/testthat/test-cooplasso-reference.R

tests/testthat/dataTest-fusedlasso.rda

tests/testthat/test-breg-reference.R tests/testthat/test-enet-solvers.R tests/testthat/test-lava.R tests/testthat/test-enet-struct.R tests/testthat/test-scad-mcp-independent.R tests/testthat/test-obs-weights-svd.R

tests/testthat/dataTest-CoopLasso.rds

tests/testthat/test-fusedlasso.R tests/testthat/test-enet-sparse.R vignettes/lava.Rmd vignettes/structured-signal-recovery.Rmd vignettes/group-sparse-regression.Rmd vignettes/sparse-regression.Rmd man/sparse_lm.Rd man/selection.Rd man/InformationCriteria.Rd man/bounded_reg.Rd man/lava.Rd man/GroupLavaFit.Rd man/group_lava.Rd man/predict.QuadrupenFit.Rd man/fitted.QuadrupenFit.Rd man/QuadrupenFit.Rd man/deviance.QuadrupenFit.Rd man/criteria.Rd man/fused_lasso.Rd man/BoundedRegressionFit.Rd man/LavaFit.Rd man/plot.QuadrupenFit.Rd man/RidgeRegressionFit.Rd man/StabilityPath.Rd man/SparseFit.Rd man/DataModel.Rd man/cross_validate.Rd man/SparseGroupFit.Rd man/coef.QuadrupenFit.Rd man/stability.Rd man/FusedLassoFit.Rd man/residuals.QuadrupenFit.Rd man/CrossValidation.Rd man/isQuadrupenFit.Rd man/ridge.Rd man/quadrupen-package.Rd man/group_sparse_lm.Rd

man/figures/lava-nostruct-2.png

man/figures/ridge_struct-1.png

man/figures/coopenet-1.png

man/figures/ridge-nostruct-1.png

man/figures/lasso_nostruct-1.png

man/figures/scad_nostruct-1.png

man/figures/scad-nostruct-1.png

man/figures/sparse-grplasso-l1linf-1.png

man/figures/sparse-grpenet-l1l2-1.png

man/figures/unnamed-chunk-3-1.png

man/figures/breg-nostruct-1.png

man/figures/grplasso-l1linf-1.png

man/figures/lava_nostruct-2.png

man/figures/sparse-grpenet-l1linf-1.png

man/figures/mcp-nostruct-1.png

man/figures/lava_struct-1.png

man/figures/bregridge_struct-1.png

man/figures/enet-nostruct-1.png

man/figures/cooplasso-1.png

man/figures/bregridge-nostruct-1.png

man/figures/grplasso-l1l2-1.png

man/figures/bregridge_nostruct-1.png

man/figures/sparse-coopenet-1.png

man/figures/breg_nostruct-1.png

man/figures/lava_struct-2.png

man/figures/sparse-grplasso-l1l2-1.png

man/figures/ridge_nostruct-1.png

man/figures/sparse-cooplasso-1.png

man/figures/fused-lasso-1.png

man/figures/enet_struct-1.png

man/figures/mcp_nostruct-1.png

man/figures/grpenet-l1l2-1.png

man/figures/lava_nostruct-1.png

man/figures/enet_nostruct-1.png

man/figures/lasso-nostruct-1.png

man/figures/grpenet-l1linf-1.png

man/figures/lava-nostruct-1.png

man/figures/img-cor-struct-1.png

man/figures/sparse-grplasso-coop-1.png

quadrupen documentation built on Sept. 18, 2026, 1:06 a.m.