Generates Weibull-parameterized estimates of phenology for any percentile of a distribution using the framework established in Cooke (1979) <doi:10.1093/biomet/66.2.367>. Extensive testing against other estimators suggest the weib_percentile() function is especially useful in generating more accurate and less biased estimates of onset and offset (Belitz et al. 2020 <doi.org:10.1111/2041-210X.13448>. Non-parametric bootstrapping can be used to generate confidence intervals around those estimates, although this is computationally expensive. Additionally, this package offers an easy way to perform non-parametric bootstrapping to generate confidence intervals for quantile estimates, mean estimates, or any statistical function of interest.
Version: | 0.1.2 |
Depends: | R (≥ 3.5) |
Imports: | boot, fitdistrplus, stats |
Suggests: | knitr, rmarkdown, testthat |
Published: | 2020-07-28 |
DOI: | 10.32614/CRAN.package.phenesse |
Author: | Michael Belitz [aut, cre] (<https://orcid.org/0000-0002-8162-5998>), Caitlin Campbell [ctb] (<https://orcid.org/0000-0002-8199-7775>), Daijiang Li [ctb] (<https://orcid.org/0000-0002-0925-3421>) |
Maintainer: | Michael Belitz <mbelitz at ufl.edu> |
BugReports: | https://github.com/mbelitz/phenesse/issues |
License: | CC0 |
URL: | https://github.com/mbelitz/phenesse |
NeedsCompilation: | no |
Citation: | phenesse citation info |
Materials: | README NEWS |
CRAN checks: | phenesse results |
Reference manual: | phenesse.pdf |
Vignettes: |
phenesse vignette |
Package source: | phenesse_0.1.2.tar.gz |
Windows binaries: | r-devel: phenesse_0.1.2.zip, r-release: phenesse_0.1.2.zip, r-oldrel: phenesse_0.1.2.zip |
macOS binaries: | r-release (arm64): phenesse_0.1.2.tgz, r-oldrel (arm64): phenesse_0.1.2.tgz, r-release (x86_64): phenesse_0.1.2.tgz, r-oldrel (x86_64): phenesse_0.1.2.tgz |
Old sources: | phenesse archive |
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