Package: glmulti 1.0.8
Vincent Calcagno
glmulti: Model Selection and Multimodel Inference Made Easy
Automated model selection and model-averaging. Provides a wrapper for glm and other functions, automatically generating all possible models (under constraints set by the user) with the specified response and explanatory variables, and finding the best models in terms of some Information Criterion (AIC, AICc or BIC). Can handle very large numbers of candidate models. Features a Genetic Algorithm to find the best models when an exhaustive screening of the candidates is not feasible.
Authors:
glmulti_1.0.8.tar.gz
glmulti_1.0.8.tar.gz(r-4.5-noble)glmulti_1.0.8.tar.gz(r-4.4-noble)
glmulti_1.0.8.tgz(r-4.4-emscripten)glmulti_1.0.8.tgz(r-4.3-emscripten)
glmulti.pdf |glmulti.html✨
glmulti/json (API)
| # Install 'glmulti' in R: |
| install.packages('glmulti', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:5570e89a17. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 27 2024 |
| R-4.5-linux | NOTE | Sep 27 2024 |
Exports:aicaiccbiccoef.glmulticonsensusgetfitglmultiplot.glmultipredict.glmultiprint.glmultiqaicqaiccsummary.glmultiweightablewrite
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Computing an IC from a fitted model object | aic aicc bic qaic qaicc |
| Methods for Function aic | aic,ANY-method aic-methods |
| Methods for Function aicc | aicc,ANY-method aicc-methods |
| Methods for Function bic | bic,ANY-method bic-methods |
| Model averaging and multimodel inference with glmulti | coef.glmulti predict.glmulti |
| Takes a consensus of several glmulti objects | consensus |
| Consensus method for glmulti objects. | consensus,list-method consensus-methods |
| Accessing coefficients of a fitted model object | getfit |
| Methods for Function getfit | getfit,ANY-method getfit,coxph-method getfit,coxph.null-method getfit-methods |
| Automated model selection and multimodel inference with (G)LMs | glmulti |
| Class "glmulti" | glmulti-class |
| Methods for Function glmulti: different ways to call glmulti | glmulti,ANY,ANY,ANY,ANY-method glmulti,character,character,ANY,ANY-method glmulti,character,missing,ANY,missing-method glmulti,formula,missing,ANY,missing-method glmulti,glm,missing,ANY,missing-method glmulti,list,ANY,ANY,ANY-method glmulti,lm,missing,ANY,missing-method glmulti,missing,ANY,ANY,ANY-method glmulti-methods |
| Methods for Function qaic | qaic,ANY-method qaic-methods |
| Methods for Function qaicc | qaicc,ANY-method qaicc-methods |
| Handling glmulti objects | plot.glmulti print.glmulti summary.glmulti |
| Table of relative supports | weightable |
| Table of relative supports | weightable,glmulti-method weightable-methods |
| Writing glmulti objects | write |
| Methods for Function write | write,glmulti-method write-methods |
