Package: slasso 1.0.0.9000

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. (2020) <arxiv:2007.00529>.

Authors:Fabio Centofanti [cre, aut], Antonio Lepore [aut], Simone Vantini [aut], Matteo Fontana [aut]

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slasso.pdf |slasso.html✨
slasso/json (API)
NEWS

# Install 'slasso' in R:

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

Bug tracker:https://github.com/unina-sfere/slasso/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

3 exports 1 stars 0.74 score 62 dependencies 11 scripts 245 downloads

Last updated 3 years agofrom:981b1aa4d8. Checks:OK: 1 NOTE: 8. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 03 2024
R-4.5-win-x86_64	NOTE	Sep 03 2024
R-4.5-linux-x86_64	NOTE	Sep 03 2024
R-4.4-win-x86_64	NOTE	Sep 03 2024
R-4.4-mac-x86_64	NOTE	Sep 03 2024
R-4.4-mac-aarch64	NOTE	Sep 03 2024
R-4.3-win-x86_64	NOTE	Sep 03 2024
R-4.3-mac-x86_64	NOTE	Sep 03 2024
R-4.3-mac-aarch64	NOTE	Sep 03 2024

Exports:simulate_data slasso.fr slasso.fr_cv

Dependencies:ash bitops cli cluster codetools colorspace cxxfunplus deSolve doParallel fansi farver fda fda.usc fds FNN foreach ggplot2 glue gtable hdrcde inline isoband iterators kernlab KernSmooth ks kSamples labeling lattice lifecycle locfit magrittr MASS Matrix matrixcalc matrixStats mclust mgcv misc3d multicool munsell mvtnorm nlme pcaPP pillar pkgconfig plot3D pracma R6 rainbow RColorBrewer Rcpp RcppArmadillo RCurl rlang scales SuppDists tibble utf8 vctrs viridisLite withr

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

Usage by other packages (reverse dependencies)