LassoNet contains functions to estimate a penalized regression model using 3CoSE algorithm described in the paper Weber, Striaukas, Schumacher and Binder (2018). The main function of the package is the function lasso.net.grid, see the example below.
| Package: | LassoNet |
| Type: | Package |
| Version: | 0.8.3 |
| Date: | 2019-12-16 |
| License: | Open source |
Weber, M., Striaukas, J., Schumacher, M., Binder, H. "Network-Constrained Covariate Coefficient and Connection Sign Estimation" (2018) <doi:10.2139/ssrn.3211163>