Description
Spline regression, generalized additive models and component-wise gradient boosting utilizing geometrically designed (GeD) splines. GeDS regression is a non-parametric method inspired by geometric principles, for fitting spline regression models with variable knots in one or two independent variables. It efficiently estimates the number of knots and their positions, as well as the spline order, assuming the response variable follows a distribution from the exponential family. GeDS models integrate the broader category of generalized (non-)linear models, offering a flexible approach to model complex relationships. A description of the method can be found in Kaishev et al. (2016) <doi:10.1007/s00180-015-0621-7> and Dimitrova et al. (2023) <doi:10.1016/j.amc.2022.127493>. Further extending its capabilities, GeDS's implementation includes generalized additive models (GAM) and functional gradient boosting (FGB), enabling versatile multivariate predictor modeling, as discussed in the forthcoming work of Dimitrova et al. (2025).
Downloads
670
Last 30 days
5021st
1.9K
Last 90 days
8K
Last year
Trend: +12% (30d vs prior 30d)
24
Last 30 days
115
Last 90 days
480
Last year
Trend: -40% (30d vs prior 30d)
1
Last 7 days
15
Last 30 days
0
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/GeDS.Rcheck/00install.out' for details.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
CRAN incoming feasibility
Maintainer: ‘Emilio L. Sáenz Guillén <Emilio.Saenz-Guillen@citystgeorges.ac.uk>’
Found the following (possibly) invalid file URIs:
URI: 1810.11363
From: inst/doc/jss_article.pdf
URI: 2302.13822
From: inst/doc/jss_article.pdf
Code & tests
Open call graph →Line coverage
–
Expression
–
Tests / Examples
–
Functions
116 15 exported
Complexity
13.7 avg / 107 max
Call network
116 nodes / 126 edges
Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.
Lowest coverage
Per-function coverage is not measured for this package yet.
Code
Structure
Lines of code
17,225
Files
81
Compiled share
3.1%
Has compiled src
Yes
Language breakdown
API
Exported functions
18
Internal functions
81
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
0.02
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
80%
\dontrun example ratio
9.5%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
No
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
0%
Unsafe pattern score
0
Dep constraint coverage
0%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
4.4.0
System requirements
–
C++ standard
–
License
GPL-3
License flags
SPDX valid, OSI approved
History
Versions
17
First release
2017-11-08
Latest release
2025-06-30
Avg cadence
25 days
Cold removal rate
100%
Dep drift
17
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.