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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 |
| Reference manual: | MultiNMix.pdf |
| Package source: | MultiNMix_0.1.0.tar.gz |
| Windows binaries: | r-devel: MultiNMix_0.1.0.zip, r-release: MultiNMix_0.1.0.zip, r-oldrel: MultiNMix_0.1.0.zip |
| macOS binaries: | r-devel (arm64): MultiNMix_0.1.0.tgz, r-release (arm64): MultiNMix_0.1.0.tgz, r-oldrel (arm64): MultiNMix_0.1.0.tgz, r-devel (x86_64): MultiNMix_0.1.0.tgz, r-release (x86_64): MultiNMix_0.1.0.tgz, r-oldrel (x86_64): MultiNMix_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.