glmulti
Model Selection and Multimodel Inference Made Easy
Description
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.
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CRAN Check Status
Show all 14 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 | NOTE |
| r-devel-macos-arm64 | NOTE |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | NOTE |
| r-release-macos-x86_64 | NOTE |
| r-release-windows-x86_64 | NOTE |
Check details (14 non-OK)
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | \item{object}{A fitted model object, of class \code{glm}, \code{lm} or code{glm.nb}}
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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14 | code{glmulti} finds what are the \code{n} best models (the confidence set of models) among all possible models (the candidate set, as specified by the user).
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checkRd: (-1) glmulti.Rd:99: Escaped LaTeX specials: \&
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ERROR 0 OK · 13 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 3, 2026
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package dependencies
Package required but not available: ‘rJava’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
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NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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