A Modular, Integrated Approach to Maximum Entropy Distribution Modeling


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Documentation for package ‘MIAmaxent’ version 1.2.0

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calculateFTVA Calculates variable contributions (FTVA)
chooseModel Trains a model containing the explanatory variables specified.
deriveVars Derive variables by transformation.
plotFOP Plot Frequency of Observed Presence (FOP).
plotResp Plot model response.
plotResp2 Plot model response.
projectModel Project model across explanatory data.
readData Read in data object from files.
selectDVforEV Select parsimonious sets of derived variables.
selectEV Select parsimonious set of explanatory variables.
testAUC Calculate model AUC with test data.
toydata_dvs Derived variables and transformation functions, from toy data.
toydata_seldvs Selected derived variables accompanied by selection trails, from toy data.
toydata_selevs Selected explanatory variables accompanied by selection trails, from toy data.
toydata_sp1po Occurrence and environmental toy data.