quickNmix: Asymptotic N-Mixture Model Fitting
For fitting N-mixture models using either FFT or asymptotic approaches. FFT N-mixture models extend the work of Cowen et al. (2017) <doi:10.1111/biom.12701>. Asymptotic N-mixture models extend the work of Dail and Madsen (2011) <doi:10.1111/j.1541-0420.2010.01465.x>, to consider asymptotic solutions to the open population N-mixture models. The FFT models are derived and described in "Parker, M.R.P., Elliott, L., Cowen, L.L.E. (2022). Computational efficiency and precision for replicated-count and batch-marked hidden population models [Manuscript in preparation]. Department of Statistics and Actuarial Sciences, Simon Fraser University.". The asymptotic models are derived and described in: "Parker, M.R.P., Elliott, L., Cowen, L.L.E., Cao, J. (2022). Fast asymptotic solutions for N-mixtures on large populations [Manuscript in preparation]. Department of Statistics and Actuarial Sciences, Simon Fraser University.".
| Version: | 1.1.1 |
| Depends: | R (≥ 2.10) |
| Imports: | foreach, parallel,optimParallel,doParallel |
| Suggests: | testthat,knitr,rmarkdown |
| Published: | 2022-03-21 |
| DOI: | 10.32614/CRAN.package.quickNmix |
| Author: | Matthew RP Parker [aut, cre], Lloyd Elliott [aut], Laura LE Cowen [aut], Jiguo Cao [aut] |
| Maintainer: | Matthew RP Parker <mrparker909 at gmail.com> |
| License: | MIT + fileLICENSE |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | quickNmix results |
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