Package: speedglm 0.3-4
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.
Authors:
speedglm_0.3-4.tar.gz
speedglm_0.3-4.zip(r-4.5)speedglm_0.3-4.zip(r-4.4)speedglm_0.3-4.zip(r-4.3)
speedglm_0.3-4.tgz(r-4.4-any)speedglm_0.3-4.tgz(r-4.3-any)
speedglm_0.3-4.tar.gz(r-4.5-noble)speedglm_0.3-4.tar.gz(r-4.4-noble)
speedglm_0.3-4.tgz(r-4.4-emscripten)speedglm_0.3-4.tgz(r-4.3-emscripten)
speedglm.pdf |speedglm.html✨
speedglm/json (API)
NEWS
| # Install 'speedglm' in R: |
| install.packages('speedglm', repos = c('https://blaserlab.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/marcoenea/speedglm/issues
Datasets:
- data1 - A toy dataset
Last updated 3 years agofrom:4a15e74ce2. Checks:OK: 1 NOTE: 6. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 18 2024 |
| R-4.5-win | NOTE | Aug 18 2024 |
| R-4.5-linux | NOTE | Aug 18 2024 |
| R-4.4-win | NOTE | Aug 18 2024 |
| R-4.4-mac | NOTE | Aug 18 2024 |
| R-4.3-win | NOTE | Aug 18 2024 |
| R-4.3-mac | NOTE | Aug 18 2024 |
Exports:controlcpis.sparsepredict.speedglmpredict.speedlmshglmspeedglmspeedglm.wfitspeedlmspeedlm.fitspeedlm.wfitupdate.speedlmupdateWithMoreData
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fitting Linear and Generalized Linear Models to Large Data Sets | speedglm-package |
| Wrappers to the add1 and drop1 methods for speedlm and speedglm objects | add1.speedglm add1.speedlm drop1.speedglm drop1.speedlm extractAIC.speedglm extractAIC.speedlm nobs.speedglm nobs.speedlm |
| Miscellanea of functions | control cp is.sparse |
| A toy dataset | data1 |
| Predict method for a speedglm object | predict.speedglm |
| Predict method for a speedlm object | predict.speedlm |
| Fitting Generalized Linear Models for Large Data Sets | shglm speedglm speedglm.wfit |
| Fitting Linear Models to Large Data Sets | speedlm speedlm.fit speedlm.wfit update.speedlm updateWithMoreData |
| Methods to summarize Generalized Linear Models fits | AIC.speedglm coef.speedglm logLik.speedglm summary.speedglm vcov.speedglm |
| Methods to summarize Linear Models fits | AIC.speedlm coef.speedlm logLik.speedlm summary.speedlm vcov.speedlm |