CRAN/E | fdaSP

fdaSP

Sparse Functional Data Analysis Methods

Installation

About

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.

Key Metrics

Version 1.0
Published 2023-09-15 14 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks fdaSP results

Downloads

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Last 7 days 51 -49%
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Maintainer

Maintainer

Mauro Bernardi

mauro.bernardi@unipd.it

Authors

Mauro Bernardi

aut / cre

Marco Stefanucci

aut

Antonio Canale

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Imports

Rcpp
Rdpack
grDevices
graphics
stats
parallel
doParallel
foreach
splines
ks
pracma

Suggests

RColorBrewer
gglasso
glmnet
latex2exp
utils

LinkingTo

Rcpp
RcppArmadillo