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hSDM
View on CRAN: Click
here
Download and install hSDM package within the R console
Install from CRAN:
install.packages("hSDM")
Install from Github:
library("remotes")
install_github("cran/hSDM") Install by package version:
library("remotes")
install_version("hSDM", "1.4.4") Attach the package and use:
library("hSDM")
Maintained by
Ghislain Vieilledent
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-12-04
Latest Update: 2023-09-06
Description:
User-friendly and fast set of functions for estimating parameters of hierarchical Bayesian species distribution models (Latimer and others 2006 ). Such models allow interpreting the observations (occurrence and abundance of a species) as a result of several hierarchical processes including ecological processes (habitat suitability, spatial dependence and anthropogenic disturbance) and observation processes (species detectability). Hierarchical species distribution models are essential for accurately characterizing the environmental response of species, predicting their probability of occurrence, and assessing uncertainty in the model results.
How to cite:
Ghislain Vieilledent (2012). hSDM: Hierarchical Bayesian Species Distribution Models. R package version 1.4.4, https://cran.r-project.org/web/packages/hSDM. Accessed 26 Oct. 2026.
Previous versions and publish date:
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Other R packages that hSDM depends,
imports, suggests or enhances
Complete documentation for hSDM
Functions, R codes and Examples using
the hSDM R package
Some associated functions: altitude . cfr.env . data.Kery2010 . datacells.Latimer2006 . frogs . hSDM-package . hSDM.Nmixture.K . hSDM.Nmixture.iCAR . hSDM.Nmixture . hSDM.ZIB.iCAR.alteration . hSDM.ZIB.iCAR . hSDM.ZIB . hSDM.ZIP.iCAR.alteration . hSDM.ZIP.iCAR . hSDM.ZIP . hSDM.binomial.iCAR . hSDM.binomial . hSDM.poisson.iCAR . hSDM.poisson . hSDM.siteocc.iCAR . hSDM.siteocc . logit . neighbors.Latimer2006 . predict.hSDM . punc10 .
Some associated R codes: hSDM.Nmixture.K.R . hSDM.Nmixture.R . hSDM.Nmixture.iCAR.R . hSDM.ZIB.R . hSDM.ZIB.iCAR.R . hSDM.ZIB.iCAR.alteration.R . hSDM.ZIP.R . hSDM.ZIP.iCAR.R . hSDM.ZIP.iCAR.alteration.R . hSDM.binomial.R . hSDM.binomial.iCAR.R . hSDM.poisson.R . hSDM.poisson.iCAR.R . hSDM.siteocc.R . hSDM.siteocc.iCAR.R . hidden.R . logit.R . predict.hSDM.R . zzz.R . Full hSDM package functions and examples
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