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GAGAs

Global Adaptive Generative Adjustment Algorithm for Generalized Linear Models

v0.6.2 · Jan 22, 2024 · GPL-2

Description

Fits linear regression, logistic and multinomial regression models, Poisson regression, Cox model via Global Adaptive Generative Adjustment Algorithm. For more detailed information, see Bin Wang, Xiaofei Wang and Jianhua Guo (2022) <arXiv:1911.00658>. This paper provides the theoretical properties of Gaga linear model when the load matrix is orthogonal. Further study is going on for the nonorthogonal cases and generalized linear models. These works are in part supported by the National Natural Foundation of China (No.12171076).

Downloads

CRAN

298

Last 30 days

14943rd

664

Last 90 days

2.5K

Last year

Trend: +88.6% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

114

Last 90 days

447

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

3

Last 7 days

9

Last 30 days

2

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

2 NOTE
11 OK
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)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 55.0Mb
  sub-directories of 1Mb or more:
    libs  54.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 56.2Mb
  sub-directories of 1Mb or more:
    libs  56.1Mb
ERROR 9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/GAGAs.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 55.0Mb
  sub-directories of 1Mb or more:
    libs  54.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 56.2Mb
  sub-directories of 1Mb or more:
    libs  56.1Mb
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Bin Wang <eatingbeen@hotmail.com>’

The Description field contains
  and Jianhua Guo (2022) <arXiv:1911.00658>.  This paper provides the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 55.0Mb
  sub-directories of 1Mb or more:
    libs  54.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 56.2Mb
  sub-directories of 1Mb or more:
    libs  56.1Mb

Code

Structure

Lines of code

4,334

Files

49

Compiled share

40%

Has compiled src

Yes

Language breakdown

R 1,218 (28.1%)C/C++/src 1,734 (40%)Docs 1,382 (31.9%)

API

Exported functions

12

Internal functions

10

Recent export changes

v0.6.1+2 cal.F1Score, summary.GAGA
v0.4.1+10 GAGAs, LM_GAGA, cal.acc +7 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

91.7%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

33.3%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.6.0

System requirements

1

C++ standard

C++17

License

GPL-2

License flags

SPDX valid, OSI approved

History

Versions

5

First release

2022-11-25

Latest release

2024-01-23

Avg cadence

60 days

Cold removal rate

Dep drift

1

LOC over versions

v0.4.1: 4,099 LOCv0.5.0: 4,099 LOCv0.5.1: 4,099 LOCv0.6.1: 4,334 LOCv0.6.2: 4,334 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies Rcpp survival GAGAs

Version History

6 tracked
new 0.6.2 Mar 10, 2026
updated 0.6.2 ← 0.6.1 diff Jan 22, 2024
updated 0.6.1 ← 0.5.1 diff Mar 29, 2023
updated 0.5.1 ← 0.5.0 diff Dec 8, 2022
updated 0.5.0 ← 0.4.1 diff Dec 2, 2022
new 0.4.1 Nov 24, 2022