Package: glober 1.0
Mary E. Savino
glober: Estimating Functions with Multivariate B-Splines
Generalized LassO applied to knot selection in multivariate B-splinE Regression (GLOBER) implements a novel approach for estimating functions in a multivariate nonparametric regression model based on an adaptive knot selection for B-splines using the Generalized Lasso. For further details we refer the reader to the paper Savino, M. E. and Lévy-Leduc, C. (2023), <arxiv:2306.00686>.
Authors:
glober_1.0.tar.gz
glober_1.0.tar.gz(r-4.5-noble)glober_1.0.tar.gz(r-4.4-noble)
glober_1.0.tgz(r-4.4-emscripten)glober_1.0.tgz(r-4.3-emscripten)
glober.pdf |glober.html✨
glober/json (API)
| # Install 'glober' in R: |
| install.packages('glober', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- f_1D - Output values of the evaluation of a function with one input variable and defined as a linear combination of B-splines
- f_2D - Output values of the evaluation of a function with two input variables and defined as a linear combination of a tensor product of univariate B-splines
- x_1D - Observation vector x of one variable
- x_2D - Observation matrix x of two variables
- xpred_1D - Values of the single input variable for which a function has to be estimated
- xpred_2D - Values of the two input variables for which a function has to be estimated
- y_1D - Values of the response variable of the noisy observation set of one input variable
- y_2D - Values of the response variable of the noisy observation set of two input variables
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:cff67cc614. Checks:OK: 1 WARNING: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 23 2024 |
| R-4.5-linux | WARNING | Aug 23 2024 |
Dependencies:ashbitopscliclustercolorspacecpp11deSolvefansifarverfdafdsFNNgenlassoggplot2gluegtablehdrcdeigraphisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmisc3dmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigplot3DpracmaR6rainbowRColorBrewerRcppRCurlrlangscalestibbleutf8vctrsviridisLitewithr
