Package: SEI 0.2.0

Sam Allen

SEI: Calculating Standardised Indices

Convert a time series of observations to a time series of standardised indices that can be used to monitor variables on a common and probabilistically interpretable scale. The indices can be aggregated and rescaled to different time scales, visualised using plot capabilities, and calculated using a range of distributions. This includes flexible non-parametric and non-stationary methods.

Authors:Sam Allen [aut, cre], Noelia Otero [aut]

SEI_0.2.0.tar.gz
SEI_0.2.0.zip(r-4.7)SEI_0.2.0.zip(r-4.6)SEI_0.2.0.zip(r-4.5)
SEI_0.2.0.tgz(r-4.6-any)SEI_0.2.0.tgz(r-4.5-any)
SEI_0.2.0.tar.gz(r-4.7-any)SEI_0.2.0.tar.gz(r-4.6-any)
SEI_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SEI/json (API)

# Install 'SEI' in R:

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

Bug tracker:https://github.com/noeliaof/sei/issues

Pkgdown/docs site:https://noeliaof.github.io

Datasets:

data_supply - Time series of wind and solar energy production
data_wind_de - Time series of average wind speed in Germany

On CRAN:

5.06 score 3 stars 19 scripts 275 downloads 6 exports 59 dependencies

Last updated from:4d4a6d02d0. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	172
source / vignettes	OK	265
linux-release-x86_64	OK	190
macos-release-arm64	OK	193
macos-oldrel-arm64	OK	145
windows-devel	OK	141
windows-release	OK	178
windows-oldrel	OK	125
wasm-release	OK	152

Exports:aggregate_xts fit_dist get_drought get_pit plot_sei std_index

Dependencies:assertthat bbmle bdsmatrix cli cpp11 data.table deSolve dplyr farver fastGHQuad fitdistrplus flexsurv gamlss gamlss.data gamlss.dist generics ggplot2 glue gtable isoband labeling lattice lifecycle lmom lsoda magrittr MASS Matrix mgcv mstate muhaz mvtnorm nlme numDeriv pillar pkgconfig purrr quadprog R6 RColorBrewer Rcpp RcppArmadillo rlang rstpm2 S7 scales statmod stringi stringr survival tibble tidyr tidyselect utf8 vctrs viridisLite withr xts zoo

Standardised Energy Indices

Rendered fromSEI_vignette.Rnwusingknitr::knitr

Last update: 2024-07-25
Started: 2023-08-24

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Aggregate values in xts objects	aggregate_xts
Time series of wind and solar energy production	data_supply
Time series of average wind speed in Germany	data_wind_de
Fit a distribution to data	fit_dist
Get drought characteristics	get_drought
Calculate probability integral transform values	get_pit
Plot standardised indices	plot_sei
Calculate standardised indices	std_index