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cmaRs

Implementation of the Conic Multivariate Adaptive Regression Splines in R

v0.1.4 · Jan 7, 2026 · GPL (>= 2)

Description

An implementation of 'Conic Multivariate Adaptive Regression Splines (CMARS)' in R. See Weber et al. (2011) CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization, <DOI:10.1080/17415977.2011.624770>. It constructs models by using the terms obtained from the forward step of MARS and then estimates parameters by using 'Tikhonov' regularization and conic quadratic optimization. It is possible to construct models for prediction and binary classification. It provides performance measures for the model developed. The package needs the optimisation software 'MOSEK' <https://www.mosek.com/> to construct the models. Please follow the instructions in 'Rmosek' for the installation.

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CRAN Check Status

1 ERROR
2 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 ERROR
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 (3 non-OK)
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘MPV’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘MPV’
  All declared Imports should be used.
ERROR r-oldrel-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'Intro_to_cmaRs.Rmd' using rmarkdown
! Package pdftex.def Error: File `289cc125865b1014b963bddd3b48de3cb81e2616.png'
 not found: using draft setting.

Error: processing vignette 'Intro_to_cmaRs.Rmd' failed with diagnostics:
LaTeX failed to compile D:/RCompile/CRANpkg/local/4.4/cmaRs.Rcheck/vign_test/cmaRs/vignettes/Intro_to_cmaRs.tex. See https://yihui.org/tinytex/r/#debugging for debugging tips. See Intro_to_cmaRs.log for more info.
--- failed re-building 'Intro_to_cmaRs.Rmd'

SUMMARY: processing the following file failed:
  'Intro_to_cmaRs.Rmd'

Error: Vignette re-building failed.
Execution halted

Check History

ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 30, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘MPV’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘MPV’
  All declared Imports should be used.
ERROR r-oldrel-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'Intro_to_cmaRs.Rmd' using rmarkdown
! Package pdftex.def Error: File `289cc125865b1014b963bddd3b48de3cb81e2616.png'
 not found: using draft setting.

Error: processing vignette 'Intro_to_cmaRs.Rmd' 
...[truncated]...
rg/tinytex/r/#debugging for debugging tips. See Intro_to_cmaRs.log for more info.
--- failed re-building 'Intro_to_cmaRs.Rmd'

SUMMARY: processing the following file failed:
  'Intro_to_cmaRs.Rmd'

Error: Vignette re-building failed.
Execution halted
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘MPV’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘MPV’
  All declared Imports should be used.

Dependency Network

Dependencies Reverse dependencies earth Rmosek stringr Matrix AUC Ryacas ROCR MPV cmaRs

Version History

new 0.1.4 Mar 10, 2026
updated 0.1.4 ← 0.1.3 diff Jan 7, 2026
updated 0.1.3 ← 0.1.2 diff Jul 3, 2023
updated 0.1.2 ← 0.1.1 diff Sep 29, 2022
updated 0.1.1 ← 0.1.0 diff Nov 5, 2021
new 0.1.0 Feb 21, 2021