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 |
Documentation:
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