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README.Rmd

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[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/MIAmaxent)](https://cran.r-project.org/package=MIAmaxent) [![CRAN download rate](https://cranlogs.r-pkg.org/badges/MIAmaxent)](https://cran.r-project.org/package=MIAmaxent)
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Read our open-access paper in *Ecology and Evolution* introducing MIAmaxent: <https://doi.org/10.1002/ece3.5654>.
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Read our [open-access paper](https://doi.org/10.1002/ece3.5654) introducing MIAmaxent in *Ecology and Evolution*.
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### Description
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Tools for training, selecting, and evaluating maximum entropy (and standard logistic regression) distribution models. This package provides tools for user-controlled transformation of explanatory variables, selection of variables by nested model comparison, and flexible model evaluation and projection. It follows principles based on the maximum-likelihood interpretation of maximum entropy modeling (Halvorsen et al., 2015), and uses infinitely-weighted logistic regression for model fitting (Fithian & Hastie, 2013).

README.md

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# MIAmaxent
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[![CRAN\_Status\_Badge](http://www.r-pkg.org/badges/version/MIAmaxent)](https://cran.r-project.org/package=MIAmaxent)
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[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/MIAmaxent)](https://cran.r-project.org/package=MIAmaxent)
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[![CRAN download
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rate](https://cranlogs.r-pkg.org/badges/MIAmaxent)](https://cran.r-project.org/package=MIAmaxent)
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Read our open-access paper in *Ecology and Evolution* introducing
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MIAmaxent: <https://doi.org/10.1002/ece3.5654>.
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Read our [open-access paper](https://doi.org/10.1002/ece3.5654)
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introducing MIAmaxent in *Ecology and Evolution*.
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### Description
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