Multi-Species N-Mixture (MNM) Models with 'nimble' [R package MultiNMix version 0.1.0]

MultiNMix: Multi-Species N-Mixture (MNM) Models with 'nimble'

Simulating data and fitting multi-species N-mixture models using 'nimble'. Includes features for handling zero-inflation and temporal correlation, Bayesian inference, model diagnostics, parameter estimation, and predictive checks. Designed for ecological studies with zero-altered or time-series data. Mimnagh, N., Parnell, A., Prado, E., & Moral, R. A. (2022) <doi:10.1007/s10651-022-00542-7>. Royle, J. A. (2004) <doi:10.1111/j.0006-341X.2004.00142.x>.

Version: 0.1.0

Depends: nimble, R (≥ 3.5)

Imports: clusterGeneration, mvtnorm, extraDistr, rstan, stats, abind, methods, coda

Suggests: testthat (≥ 3.0.0), knitr, rmarkdown

Published: 2025年03月19日

DOI: 10.32614/CRAN.package.MultiNMix

Author: Niamh Mimnagh [aut, cre], Rafael de Andrade Moral [aut]

Maintainer: Niamh Mimnagh <niamhmimnagh at gmail.com>

BugReports: https://github.com/niamhmimnagh/MultiNMix/issues

License: GPL (≥ 3)

URL: https://github.com/niamhmimnagh/MultiNMix

NeedsCompilation: no