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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 |
Please use the canonical form https://CRAN.R-project.org/package=nimbleSCR to link to this page.
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.