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MIAmaxent
View on CRAN: Click
here
Download and install MIAmaxent package within the R console
Install from CRAN:
install.packages("MIAmaxent")
Install from Github:
library("remotes")
install_github("cran/MIAmaxent")
Install by package version:
library("remotes")
install_version("MIAmaxent", "1.3.1")
Attach the package and use:
library("MIAmaxent")
Maintained by
Julien Vollering
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-09-12
Latest Update: 2020-12-01
Description:
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, and uses infinitely-
weighted logistic regression for model fitting.
How to cite:
Julien Vollering (2016). MIAmaxent: A Modular, Integrated Approach to Maximum Entropy Distribution Modeling. R package version 1.3.1, https://cran.r-project.org/web/packages/MIAmaxent. Accessed 03 Feb. 2025.
Previous versions and publish date:
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Other R packages that MIAmaxent depends,
imports, suggests or enhances
Complete documentation for MIAmaxent
Functions, R codes and Examples using
the MIAmaxent R package
Some associated functions: MIAmaxent . calculateFTVA . chooseModel . deriveVars . modelFromLambdas . plotFOP . plotResp . predict.iwlr . projectModel . readData . release_questions . selectDVforEV . selectEV . testAUC . toydata_dvs . toydata_seldvs . toydata_selevs . toydata_sp1po .
Some associated R codes: MIAmaxent.R . calculateFTVA.R . chooseModel.R . compare.R . data.R . deriveVars.R . dvsfromev.R . modelFromLambdas.R . parsdvs.R . parsevs.R . plotFOP.R . plotResp.R . plotResp2.R . projectModel.R . readData.R . runIWLR.R . runLR.R . selectDVforEV.R . selectEV.R . splselect.R . testAUC.R . transfclosures.R . utils.R . Full MIAmaxent package functions and examples
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