Provides utility functions, distributions, and fitting methods for Bayesian Spatial Capture-Recapture (SCR) and Open Population Spatial Capture-Recapture (OPSCR) modelling using the nimble package (de Valpine et al. 2017 <doi:10.1080/10618600.2016.1172487 >). Development of the package was motivated primarily by the need for flexible and efficient analysis of large-scale SCR data (Bischof et al. 2020 <doi:10.1073/pnas.2011383117 >). Computational methods and techniques implemented in nimbleSCR include those discussed in Turek et al. 2021 <doi:10.1002/ecs2.3385>; among others. For a recent application of nimbleSCR, see Milleret et al. (2021) <doi:10.1098/rsbl.2021.0128>.
| Version: | 0.2.1 |
| Depends: | R (≥ 3.5.0),nimble |
| Imports: | methods |
| Suggests: | knitr,rmarkdown,testthat (≥ 3.0.0),coda,basicMCMCplots |
| Published: | 2022-11-30 |
| DOI: | 10.32614/CRAN.package.nimbleSCR |
| Author: | Richard Bischof [aut], Daniel Turek [aut, cre], Cyril Milleret [aut], Torbjørn Ergon [aut], Pierre Dupont [aut], Soumen Dey [aut], Wei Zhang [aut], Perry de Valpine [aut] |
| Maintainer: | Daniel Turek <danielturek at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | nimbleSCR results |
| Package source: | nimbleSCR_0.2.1.tar.gz |
| Windows binaries: | r-devel:nimbleSCR_0.2.1.zip, r-release:nimbleSCR_0.2.1.zip, r-oldrel:nimbleSCR_0.2.1.zip |
| macOS binaries: | r-release (arm64):nimbleSCR_0.2.1.tgz, r-oldrel (arm64):nimbleSCR_0.2.1.tgz, r-release (x86_64):nimbleSCR_0.2.1.tgz, r-oldrel (x86_64):nimbleSCR_0.2.1.tgz |
| Old sources: | nimbleSCR archive |
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