Package: circularEV 0.1.1

Evandro Konzen

circularEV: Extreme Value Analysis for Circular Data

General functions for performing extreme value analysis on a circular domain as part of the statistical methodology in the paper by Konzen, E., Neves, C., and Jonathan, P. (2021). Modeling nonstationary extremes of storm severity: Comparing parametric and semiparametric inference. Environmetrics, 32(4), e2667.

Authors:Evandro Konzen

circularEV_0.1.1.tar.gz
circularEV_0.1.1.tar.gz(r-4.5-noble)circularEV_0.1.1.tar.gz(r-4.4-noble)
circularEV_0.1.1.tgz(r-4.4-emscripten)circularEV_0.1.1.tgz(r-4.3-emscripten)
circularEV.pdf |circularEV.html✨
circularEV/json (API)

# Install 'circularEV' in R:

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

Datasets:

HsSP - Hindcast storm peak significant wave height data
drc - Directional covariate for HsSP data
thresholdExampleML - Threshold for spline ML and local ML examples
thresholdExampleMom - Threshold for local Moment examples

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.30 score 8 scripts 174 downloads 9 exports 70 dependencies

Last updated 2 years agofrom:239bd35084. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 29 2024
R-4.5-linux	OK	Oct 29 2024

Exports:CalcRLsplineML LocalEstim PlotData PlotParamEstim PlotRL PolarPlotData PolarPlotRL SplineML ThrSelection

Dependencies:base64enc Bolstad2 boot bslib cachem circular cli clue cluster codetools colorspace digest doParallel evaluate fansi farver fastmap fontawesome foreach fs ggplot2 glue gtable highr htmltools htmlwidgets isoband iterators jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix memoise mgcv mime misc3d movMF munsell mvtnorm nlme NPCirc pillar pkgconfig plotrix R6 rappdirs RColorBrewer Rcpp RcppArmadillo rgl rlang rmarkdown sass scales shape skmeans slam tibble tinytex utf8 vctrs viridisLite withr xfun yaml

Local methods example

Rendered fromlocalMethods.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2021-01-21
Started: 2021-01-21

Spline ML example

Rendered fromsplineML.Rmdusingknitr::rmarkdownon Oct 29 2024.

Last update: 2021-01-21
Started: 2021-01-21

Citation

Readme and manuals

Help Manual

Help page	Topics
Calculate T-year levels for spline ML model	CalcRLsplineML
Directional covariate for HsSP data	drc
Hindcast storm peak significant wave height data	HsSP
Local bootstrap estimation of EVI, scale and T-year levels	LocalEstim
Plot of circular data	PlotData
Plot of parameter estimates with bootstrap confidence intervals	PlotParamEstim
Plot of T-year levels	PlotRL
Polar plot of circular data	PolarPlotData
Polar plot of T-year levels	PolarPlotRL
Spline ML fitting	SplineML
Threshold for spline ML and local ML examples	thresholdExampleML
Threshold for local Moment examples	thresholdExampleMom
Threshold selection	ThrSelection