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DESCRIPTION
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DESCRIPTION
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Type: Package
Package: RtsEva
Title: Performs the Transformed-Stationary Extreme Values Analysis
Version: 1.0.0
Authors@R:
person(given = "Alois",
family = "Tilloy",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "https://orcid.org/0000-0002-5881-0642"))
Maintainer: Alois Tilloy <[email protected]>
Description: Adaptation of the 'Matlab' 'tsEVA' toolbox developed by Lorenzo Mentaschi
available here:
<https://github.com/menta78/tsEva>. It contains an implementation of the
Transformed-Stationary (TS) methodology for non-stationary extreme
value Analysis (EVA) as described in Mentaschi et al. (2016) <doi:10.5194/hess-20-3527-2016>.
In synthesis this approach consists in:
(i) transforming a non-stationary time series into a
stationary one to which the stationary extreme value theory can be applied; and
(ii) reverse-transforming the result into a non-stationary extreme
value distribution.
'RtsEva' offers several options for trend estimation (mean, extremes, seasonal)
and contains multiple plotting functions displaying different aspects
of the non-stationarity of extremes.
License: GPL (>= 3)
URL: https://github.com/r-lib/devtools, https://github.com/Alowis/RtsEva
Depends:
R (>= 2.10)
Imports:
dplyr,
evd,
ggplot2,
lubridate,
methods,
moments,
POT,
pracma,
scales,
texmex,
tsibble,
xts,
grDevices,
stats,
rlang,
changepoint
Suggests:
knitr,
ncdf4,
rmarkdown,
rnaturalearth,
terra,
testthat (>= 3.0.0)
VignetteBuilder:
knitr
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Config/testthat/edition: 3
BugReports: https://github.com/Alowis/RtsEva/issues