Comfy Multivariate Regression and Cross-validation for Spatial Objects (crecs)


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jan.holstein [ at ] awi.de

Abstract

This R package is for multivariate regression and classification with spatial objects. It was developed for species-distribution modelling, but there's nothing biology-specific to it. Use it on spatially distributed continious quantities (as well as count and presence/absence data), featuring random forest, gbm.step, and gbm, gam, and maxent. It provides means for crossvalidation, various model performance metrics and helper functions for null models, spatial autocorrelation, etc., and a number of convenience functions.



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Miscellaneous
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Not peer-reviewed
Publication Status
Published
Eprint ID
43061
DOI 10.5281/zenodo.16021

Cite as
Holstein, J. (2015): Comfy Multivariate Regression and Cross-validation for Spatial Objects (crecs) , [Miscellaneous] doi: 10.5281/zenodo.16021


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