Package: slasso 1.0.1

Fabio Centofanti

slasso: S-LASSO Estimator for the Function-on-Function Linear Regression

Implements the smooth LASSO estimator for the function-on-function linear regression model described in Centofanti et al. (2022) <doi:10.1016/j.csda.2022.107556>.

Authors:Fabio Centofanti [cre, aut]

slasso_1.0.1.tar.gz
slasso_1.0.1.zip(r-4.7)slasso_1.0.1.zip(r-4.6)slasso_1.0.1.zip(r-4.5)
slasso_1.0.1.tgz(r-4.6-x86_64)slasso_1.0.1.tgz(r-4.6-arm64)slasso_1.0.1.tgz(r-4.5-x86_64)slasso_1.0.1.tgz(r-4.5-arm64)
slasso_1.0.1.tar.gz(r-4.7-arm64)slasso_1.0.1.tar.gz(r-4.7-x86_64)slasso_1.0.1.tar.gz(r-4.6-arm64)slasso_1.0.1.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
slasso/json (API)
NEWS

# Install 'slasso' in R:

install.packages('slasso', repos = c('https://fabiocentofanti.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fabiocentofanti/slasso/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

3.04 score 11 scripts 237 downloads 3 exports 62 dependencies

Last updated from:1235f5123d. Checks:12 OK, 1 FAIL. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	156
linux-devel-x86_64	OK	164
source / vignettes	OK	209
linux-release-arm64	OK	160
linux-release-x86_64	OK	168
macos-release-arm64	OK	123
macos-release-x86_64	OK	298
macos-oldrel-arm64	OK	130
macos-oldrel-x86_64	OK	249
windows-devel	OK	167
windows-release	OK	154
windows-oldrel	OK	116
wasm-release	FAIL	140

Exports:simulate_data slasso.fr slasso.fr_cv

Dependencies:ash bitops cli cluster codetools colorspace cpp11 cxxfunplus deSolve doParallel evaluate farver fda fda.usc fds FNN foreach ggplot2 glue gtable hdrcde highr inline isoband iterators kernlab KernSmooth knitr ks kSamples labeling lattice lifecycle locfit MASS Matrix matrixcalc matrixStats mclust mgcv misc3d multicool mvtnorm nlme pcaPP plot3D pracma R6 rainbow RColorBrewer Rcpp RcppArmadillo RCurl rlang S7 scales SuppDists vctrs viridisLite withr xfun yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Smooth LASSO Estimator for the Function-on-Function Linear Regression Model	slasso-package slasso
Plot the results of the S-LASSO method	plot.slasso plot.slasso_cv
Simulate data through the function-on-function linear regression model	simulate_data
Smooth LASSO estimator for the function-on-function linear regression model	slasso.fr
Cross-validation for the S-LASSO estimator	slasso.fr_cv