sparsenet-package |
Fit a linear model regularized by the nonconvex MC+ sparsity penalty |
coef.cv.sparsenet |
make predictions from a "cv.sparsenet" object. |
coef.sparsenet |
make predictions from a "sparsenet" object. |
cv.sparsenet |
Cross-validation for sparsenet |
gendata |
Generate data for testing sparse model selection |
plot.cv.sparsenet |
plot the cross-validation curves produced by cv.sparsenet |
plot.sparsenet |
plot coefficients from a "sparsenet" object |
predict.cv.sparsenet |
make predictions from a "cv.sparsenet" object. |
predict.sparsenet |
make predictions from a "sparsenet" object. |
sparsenet |
Fit a linear model regularized by the nonconvex MC+ sparsity penalty |