Package: ReturnCurves 1.0

ReturnCurves: Estimation of Return Curves

Estimates the p-probability return curve proposed by Murphy-Barltrop et al. (2023) <doi:10.1002/env.2797>. Implements pointwise and smooth estimation of the angular dependence function introduced by Wadsworth and Tawn (2013) <doi:10.3150/12-BEJ471>.

Authors:Lídia André [aut, cre], Callum Murphy-Barltrop [aut]

ReturnCurves_1.0.tar.gz
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ReturnCurves_1.0.tgz(r-4.4-any)ReturnCurves_1.0.tgz(r-4.3-any)
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ReturnCurves.pdf |ReturnCurves.html✨
ReturnCurves/json (API)

# Install 'ReturnCurves' in R:

install.packages('ReturnCurves', repos = c('https://lidiamandre.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/lidiamandre/returncurves/issues

Datasets:

airdata - Air pollution data

On CRAN:

5.06 score 1 stars 19 scripts 145 downloads 9 exports 99 dependencies

Last updated 4 months agofrom:fe4d8511b1. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 16 2024
R-4.5-win	OK	Oct 16 2024
R-4.5-linux	OK	Oct 16 2024
R-4.4-win	OK	Oct 16 2024
R-4.4-mac	OK	Oct 16 2024
R-4.3-win	OK	Oct 16 2024
R-4.3-mac	OK	Oct 16 2024

Exports:adf_est adf_gof marggpd margtransf plot rc_est rc_gof rc_unc runShiny

Dependencies:base64enc bit bit64 bslib cachem cli clipr cluster colorspace commonmark cpp11 crayon crosstalk deldir digest dplyr DT evaluate evd fansi farver fastmap fontawesome fs generics ggplot2 glue gridExtra gtable hexbin highr hms htmltools htmlwidgets httpuv interp ismev isoband jpeg jquerylib jsonlite knitr labeling later lattice latticeExtra lazyeval lifecycle lubridate magrittr mapproj maps MASS mathjaxr Matrix memoise mgcv mime munsell nlme openair pillar pkgconfig png prettyunits progress promises purrr R6 rappdirs rbibutils RColorBrewer Rcpp RcppEigen Rdpack readr rlang rmarkdown sass scales shiny shinydashboard sourcetools stringi stringr tibble tidyr tidyselect timechange tinytex tzdb utf8 vctrs viridisLite vroom withr xfun xtable yaml

Return Curves Estimation

Lídia André, Callum Murphy-Barltrop, Jennifer Wadsworth

Rendered fromReturnCurves.Rmdusingknitr::rmarkdownon Oct 16 2024.

Last update: 2024-06-29
Started: 2024-06-14

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Estimation of Return Curves	ReturnCurves-package ReturnCurves
Estimation of the Angular Dependence Function (ADF)	adf_est
Goodness of fit of the Angular Dependence function estimates	adf_gof
Air pollution data	airdata
Assessing the Marginal Tail Fits	marggpd
Marginal Transformation	margtransf
Estimation of the Return Curve	rc_est
Goodness of fit of the Return Curve estimates	rc_gof
Uncertainty of the Return Curve estimates	rc_unc
Complementary Shiny app for the ReturnCurves package	runShiny