Distance-sampling is a popular method for estimating density and abundance of organisms in ecology. Rdistance contains routines that assist with analysis of distance-sampling data collected on point or line transects. Distance models are specified using regression-like formula (similar to lm, glm, etc.). Abundance routines perform automated bootstrapping and automated detection-function selection. Overall (study area) and site-level (transect or point) abundance estimates are available. A large suite of classical, parametric detection functions are included along with some uncommon parametric functions (e.g., Gamma, negative exponential) and non-parametric smoothed distance functions. Custom (user-defined) detection functions are easily implemented (see vignette). The help files and vignettes have been vetted by multiple authors and tested in workshop settings.
Version: | 2.1.3 |
Imports: | graphics, stats, utils |
Suggests: | knitr, rmarkdown |
Published: | 2019-01-03 |
Author: | Trent McDonald [cre, aut], Jason Carlisle [aut], Aidan McDonald [aut] (point transect methods), Ryan Nielson [ctb] (smoothed likelihood), Ben Augustine [ctb] (maximization method), James Griswald [ctb] (maximization method), Patrick McKann [ctb] (maximization method), Lacey Jeroue [ctb] (vignettes), Hoffman Abigail [ctb] (vignettes), Kleinsausser Michael [ctb] (vignettes), Joel Reynolds [ctb] (Gamma likelihood), Pham Quang [ctb] (Gamma likelihood), Earl Becker [ctb] (Gamma likelihood), Aaron Christ [ctb] (Gamma likelihood), Brook Russelland [ctb] (Gamma likelihood) |
Maintainer: | Trent McDonald <tmcdonald at west-inc.com> |
BugReports: | https://github.com/tmcd82070/Rdistance/issues |
License: | GPL-2 | GPL-3 [expanded from: GNU General Public License] |
URL: | https://github.com/tmcd82070/Rdistance/wiki |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | Rdistance results |
Reference manual: | Rdistance.pdf |
Vignettes: |
Rdistance: Beginner Line Transect Tutorial Rdistance: Beginner Point Transect Tutorial Rdistance: Custom Detection Function Tutorial |
Package source: | Rdistance_2.1.3.tar.gz |
Windows binaries: | r-devel: Rdistance_2.1.3.zip, r-release: Rdistance_2.1.3.zip, r-oldrel: Rdistance_2.1.3.zip |
macOS binaries: | r-release (arm64): Rdistance_2.1.3.tgz, r-oldrel (arm64): Rdistance_2.1.3.tgz, r-release (x86_64): Rdistance_2.1.3.tgz, r-oldrel (x86_64): Rdistance_2.1.3.tgz |
Old sources: | Rdistance archive |
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