Package: speedglm 0.3-5

Marco Enea

speedglm: Fitting Linear and Generalized Linear Models to Large Data Sets

Fitting linear models and generalized linear models to large data sets by updating algorithms, according to the method described in Enea (2009, ISBN: 9788861294257).

Authors:Marco Enea [aut, cre], Ronen Meiri [ctb], Tomer Kalimi [ctb]

speedglm_0.3-5.tar.gz
speedglm_0.3-5.zip(r-4.7-any)speedglm_0.3-5.zip(r-4.6-any)
speedglm_0.3-5.tar.gz(r-4.7-any)speedglm_0.3-5.tar.gz(r-4.6-any)
speedglm_0.3-5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
speedglm/json (API)

# Install 'speedglm' in R:
install.packages('speedglm', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

6.58 score 10 stars 11 packages 574 scripts 10k downloads 2 mentions 13 exports 5 dependencies

Last updated from:1e3456022d. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK107
source / vignettesOK175
linux-releaseOK109
windows-develOK91
windows-releaseOK83
wasm-releaseOK80

Exports:controlcpis.sparsepredict.speedglmpredict.speedlmshglmspeedglmspeedglm.wfitspeedlmspeedlm.fitspeedlm.wfitupdate.speedlmupdateWithMoreData

Dependencies:biglmDBIlatticeMASSMatrix

Readme and manuals

Help Manual

Help pageTopics
Fitting Linear and Generalized Linear Models to Large Data Setsspeedglm-package
Wrappers to the 'add1' and 'drop1' methods for speedlm and speedglm objectsadd1.speedglm add1.speedlm drop1.speedglm drop1.speedlm extractAIC.speedglm extractAIC.speedlm nobs.speedglm nobs.speedlm
Miscellanea of functionscontrol cp is.sparse
A toy datasetdata1
Predict method for a speedglm objectpredict.speedglm
Predict method for a speedlm objectpredict.speedlm
Fitting Generalized Linear Models for Large Data Setsshglm speedglm speedglm.wfit
Fitting Linear Models to Large Data Setsspeedlm speedlm.fit speedlm.wfit update.speedlm updateWithMoreData
Methods to summarize Generalized Linear Models fitsAIC.speedglm coef.speedglm logLik.speedglm summary.speedglm vcov.speedglm
Methods to summarize Linear Models fitsAIC.speedlm coef.speedlm logLik.speedlm summary.speedlm vcov.speedlm