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 |
| DOI: | 10.32614/CRAN.package.fdaSP |
| 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 |