BsplineQuantRegGui: Interactive 'Shiny' Interface for 'BsplineQuantReg'
A user-friendly interactive Shiny interface for the 'BsplineQuantReg' package, enabling quantile regression using B-splines with shape constraints,
based on the method described in Abbes (2025). Almost all parameters of the main function 'quantile_spline()' can be tuned. Features include interactive
knot placement, per-region constraint specification, 'CSV' data import, direct demo access, reproducible R code generation, and solver selection.
From version 0.2.2 it handles knots multiplicity, Bspline basis visualisation, mean-square regression, pp form visualisation under human readable form, in local or canonical bases,
The version 0.2.3 allows regression with spline of any degree, with constraints implemented for degrees 0 to 5.
The GUI provides two modes, basic (compatible with 'BsplineQuantReg' >= 0.2.2)
and advanced (requires 'BsplineQuantReg' >= 0.2.6 for stable multiplicity features).
This GUI is an R (improved) version of the 'Python Tk' version of 'BsplineQuantRegPy'.
| Version: |
0.2.3 |
| Depends: |
R (≥ 4.4.0) |
| Imports: |
BsplineQuantReg (≥ 0.2.2), shiny, shinyjs, DT, plotly, png, shinythemes, colourpicker, png, ECOSolveR |
| Suggests: |
cobs, knitr, rmarkdown, shinytest2, testthat |
| Published: |
2026-10-20 |
| DOI: |
10.32614/CRAN.package.BsplineQuantRegGui |
| Author: |
Alexandre Abbes [aut, cre] |
| Maintainer: |
Alexandre Abbes <alexandre.abbes at proton.me> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Language: |
en-GB |
| Citation: |
BsplineQuantRegGui citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
BsplineQuantRegGui results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=BsplineQuantRegGui
to link to this page.