Package: jSDM 0.2.7

jSDM: Joint Species Distribution Models

Fits joint species distribution models ('jSDM') in a hierarchical Bayesian framework (Warton and al. 2015 <doi:10.1016/j.tree.2015.09.007>). The Gibbs sampler is written in 'C++'. It uses 'Rcpp', 'Armadillo' and 'GSL' to maximize computation efficiency.

Authors:Ghislain Vieilledent [aut, cre], Jeanne Clément [aut], Frédéric Gosselin [ctb], CIRAD [cph, fnd]

jSDM_0.2.7.tar.gz
jSDM_0.2.7.zip(r-4.5)jSDM_0.2.7.zip(r-4.4)jSDM_0.2.7.zip(r-4.3)
jSDM_0.2.7.tgz(r-4.5-x86_64)jSDM_0.2.7.tgz(r-4.5-arm64)jSDM_0.2.7.tgz(r-4.4-x86_64)jSDM_0.2.7.tgz(r-4.4-arm64)jSDM_0.2.7.tgz(r-4.3-x86_64)jSDM_0.2.7.tgz(r-4.3-arm64)
jSDM_0.2.7.tar.gz(r-4.5-noble)jSDM_0.2.7.tar.gz(r-4.4-noble)
jSDM_0.2.7.tgz(r-4.4-emscripten)jSDM_0.2.7.tgz(r-4.3-emscripten)
jSDM.pdf |jSDM.html
jSDM/json (API)
NEWS

# Install 'jSDM' in R:
install.packages('jSDM', repos = c('https://ghislainv.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ghislainv/jsdm/issues

Pkgdown site:https://ecology.ghislainv.fr

Uses libs:
  • gsl– GNU Scientific Library (GSL)
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

gslopenblascpp

5.87 score 11 stars 68 scripts 244 downloads 12 exports 12 dependencies

Last updated 2 years agofrom:5879f4da6e. Checks:4 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 07 2025
R-4.5-win-x86_64NOTEMar 07 2025
R-4.5-mac-x86_64NOTEMar 07 2025
R-4.5-mac-aarch64NOTEMar 07 2025
R-4.5-linux-x86_64NOTEMar 07 2025
R-4.4-win-x86_64NOTEMar 07 2025
R-4.4-mac-x86_64NOTEMar 07 2025
R-4.4-mac-aarch64NOTEMar 07 2025
R-4.4-linux-x86_64NOTEMar 07 2025
R-4.3-win-x86_64OKMar 07 2025
R-4.3-mac-x86_64OKMar 07 2025
R-4.3-mac-aarch64OKMar 07 2025

Exports:get_enviro_corget_residual_corinv_logitjSDM_binomial_logitjSDM_binomial_probitjSDM_binomial_probit_long_formatjSDM_binomial_probit_sp_constrainedjSDM_gaussianjSDM_poisson_loglogitplot_associationsplot_residual_cor

Dependencies:codacodetoolscorrplotdoParallelforeachiteratorslatticeMASSRcppRcppArmadilloRcppGSLstringi

Bayesian inference methods

Rendered fromproof.Rmdusingknitr::rmarkdownon Mar 07 2025.

Last update: 2022-07-08
Started: 2019-06-05

Get started with jSDM

Rendered fromjSDM.Rmdusingknitr::rmarkdownon Mar 07 2025.

Last update: 2023-03-01
Started: 2019-05-29