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: | 2025-03-19 |
| 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 |
| Materials: | README |
| CRAN checks: | MultiNMix results |
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