Provides algorithms to fit linear regression models under several popular penalization techniques and functional linear regression models based on Majorizing-Minimizing (MM) and Alternating Direction Method of Multipliers (ADMM) techniques.
See Boyd et al (2010) <doi:10.1561/2200000016> for complete introduction to the method.
| Version: |
1.1.1 |
| Imports: |
Rcpp, Rdpack, grDevices, graphics, stats, parallel, doParallel, foreach, splines, ks, pracma |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
RColorBrewer, gglasso, glmnet, latex2exp, utils |
| Published: |
2023-10-05 |
| Author: |
Mauro Bernardi [aut, cre],
Marco Stefanucci [aut],
Antonio Canale [ctb] |
| Maintainer: |
Mauro Bernardi <mauro.bernardi at unipd.it> |
| License: |
GPL (≥ 3) |
| NeedsCompilation: |
yes |
| CRAN checks: |
fdaSP results |