Package: funcreg 0.0-1

funcreg: Functional Regression Estimation

This package is complementary to the fda package. It includes function to choose smoothing parameters and to estimate models with multiple functional regressors.

Authors:Pierre Chausse <[email protected]>

funcreg_0.0-1.tar.gz
funcreg_0.0-1.zip(r-4.7-x86_64)funcreg_0.0-1.zip(r-4.7-arm64)funcreg_0.0-1.zip(r-4.6-x86_64)funcreg_0.0-1.zip(r-4.6-arm64)funcreg_0.0-1.zip(r-4.5-x86_64)
funcreg_0.0-1.tgz(r-4.6-x86_64)funcreg_0.0-1.tgz(r-4.6-arm64)funcreg_0.0-1.tgz(r-4.5-x86_64)funcreg_0.0-1.tgz(r-4.5-arm64)
funcreg_0.0-1.tar.gz(r-4.7-arm64)funcreg_0.0-1.tar.gz(r-4.7-x86_64)funcreg_0.0-1.tar.gz(r-4.6-arm64)funcreg_0.0-1.tar.gz(r-4.6-x86_64)
funcreg_0.0-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
funcreg/json (API)

# Install 'funcreg' in R:

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

Bug tracker:https://codeberg.org/pchausse/funcreg

Uses libs:

openblas– Optimized BLAS
fortran– Runtime library for GNU Fortran applications

Datasets:

GDPv56 - International Gross Domestic Product
simData - Simulated panel with some zeros

On CRAN:

openblas fortran glibc

1.00 score 28 exports 43 dependencies

Last updated from:42abb7190c. Checks:12 NOTE, 2 OK, 1 WARNING. Indexed: yes.

Target	Result	Time
linux-devel-arm64	NOTE	133
linux-devel-x86_64	NOTE	163
source / vignettes	OK	204
linux-release-arm64	NOTE	125
linux-release-x86_64	NOTE	196
macos-release-arm64	NOTE	113
macos-release-x86_64	NOTE	309
macos-oldrel-arm64	NOTE	148
macos-oldrel-x86_64	NOTE	323
windows-devel-arm64	NOTE	206
windows-devel-x86_64	NOTE	183
windows-release-arm64	WARNING	231
windows-release-x86_64	NOTE	98
windows-oldrel-x86_64	NOTE	161
wasm-release	OK	120

Exports:[.myfda as.fd.myfda coefEst fdaCV fitted.funcreg fitted.myfda funcreg funcregCV getFuncregLam getLam getLandK getLandKopt logFda makeLinFda nlCoefEst nlFdaCV nlGetLam nlGetLandK nlGetLandKopt plot.myfda plotCoef plotConfInt print.funcreg print.myfda print.myfdaCV residuals.funcreg summary.funcreg vcov.funcreg

Dependencies:ash bitops cli cluster colorspace cpp11 deSolve farver fda fds FNN ggplot2 glue gtable hdrcde isoband kernlab KernSmooth ks labeling lattice lifecycle locfit MASS Matrix mclust mgcv multicool mvtnorm nlme pcaPP pracma R6 rainbow RColorBrewer Rcpp RCurl rlang S7 scales vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Functional Data Fit	as.fd.myfda coefEst fitted.myfda logFda makeLinFda nlCoefEst
Leave-one-out cross-validation	funcregCV getFuncregLam
Cross-Validation	fdaCV nlFdaCV
Linear Functional Regression	fitted.funcreg funcreg print.funcreg residuals.funcreg summary.funcreg
International Gross Domestic Product	GDPv56
Cross-Validation	getLam getLandK getLandKopt nlGetLam nlGetLandK nlGetLandKopt
Methods for Functional Data Fit	plot.myfda print.myfda print.myfdaCV [.myfda
Plot functions for functional coefficients	plotCoef plotConfInt
Simulated panel with some zeros	simData
Variance of functional coefficients	vcov.funcreg