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biglm

Bounded Memory Linear and Generalized Linear Models

v0.9-3 · Jun 12, 2024 · GPL

Description

Regression for data too large to fit in memory.

Downloads

CRAN

20.8K

Last 30 days

799th

72.4K

Last 90 days

312.8K

Last year

Trend: -24.7% (30d vs prior 30d)

r2u CRAN

356

Last 30 days

1.4K

Last 90 days

7.2K

Last year

Trend: -27.5% (30d vs prior 30d)

autoCRAN

28

Last 7 days

147

Last 30 days

10

All-time

⚠ Shared name: this package is also shipped elsewhere on openSUSE, so this count is not exclusive to autoCRAN (it is an upper bound).

conda-forge CRAN

902

Last 30 days

2.8K

Last 90 days

13.1K

Last year

Trend: -9.3% (30d vs prior 30d)

bioconda CRAN

11

Last 30 days

35

Last 90 days

207

Last year

Trend: 0% (30d vs prior 30d)

CRAN Check Status

5 NOTE
8 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 NOTE
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 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (7 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Thomas Lumley <t.lumley@auckland.ac.nz>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Thomas",
                    family = "Lumley",
                    role = c("aut", "cre"),
                    email = "t.lumley@auckland.ac.nz")
as necessary.
NOTE r-devel-linux-x86_64-debian-clang

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Thomas Lumley <t.lumley@auckland.ac.nz>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Thomas",
                    family = "Lumley",
                    role = c("aut", "cre"),
                    email = "t.lumley@auckland.ac.nz")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.
NOTE r-devel-linux-x86_64-fedora-clang

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.
NOTE r-patched-linux-x86_64

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.
NOTE r-release-linux-x86_64

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Thomas Lumley <t.lumley@auckland.ac.nz>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Thomas",
                    family = "Lumley",
                    role = c("aut", "cre"),
                    email = "t.lumley@auckland.ac.nz")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Thomas Lumley <t.lumley@auckland.ac.nz>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Thomas",
                    family = "Lumley",
                    role = c("aut", "cre"),
                    email = "t.lumley@auckland.ac.nz")
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.
NOTE r-patched-linux-x86_64

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.
NOTE r-release-linux-x86_64

R code for possible problems

Found the following calls to data() loading into the global environment:
File ‘biglm/R/bigglm.R’:
  data(reset = TRUE)
  data(reset = FALSE)
See section ‘Good practice’ in ‘?data’.

Code

Structure

Lines of code

1,147

Files

24

Compiled share

32.3%

Has compiled src

Yes

Language breakdown

R 526 (45.9%)C/C++/src 370 (32.3%)Docs 251 (21.9%)

API

Exported functions

5

Internal functions

12

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

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

33.3%

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL

License flags

not SPDX, not OSI

History

Versions

9

First release

2005-08-17

Latest release

2024-06-12

Avg cadence

736 days

Cold removal rate

Dep drift

2

LOC over versions

v0.3: 576 LOCv0.4: 835 LOCv0.6: 1,076 LOCv0.7: 1,099 LOCv0.8: 1,106 LOCv0.9-1: 1,109 LOCv0.9-2: 1,111 LOCv0.9-2.1: 1,111 LOCv0.9-3: 1,147 LOC

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

Reverse Dependencies (19)

imports

Dependency Network

Dependencies Reverse dependencies DBI biganalytics speedglm EMJMCMC cplm rwicc DeclareDesign broom broom.helpers emmeans ff insight ipumsr leaps marginaleffects optmatch +4 more reverse deps biglm

Version History

10 tracked
new 0.9-3 Mar 10, 2026
updated 0.9-3 ← 0.9-2.1 diff Jun 11, 2024
updated 0.9-2.1 ← 0.9-2 diff Nov 26, 2020
updated 0.9-2 ← 0.9-1 diff May 25, 2020
updated 0.9-1 ← 0.8 diff May 15, 2013
updated 0.8 ← 0.7 diff Jul 22, 2011
updated 0.7 ← 0.6 diff May 4, 2009
updated 0.6 ← 0.4 diff Feb 23, 2009
updated 0.4 ← 0.3 diff Aug 24, 2006
new 0.3 May 16, 2006