computeMonthlyMaxima

<code>computeMonthlyMaxima</code> is a function that computes the monthly maxima
of a time series.

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.

Alois Tilloy

RtsEva

Performs the Transformed-Stationary Extreme Values Analysis

computeMonthlyMaxima function

<dl><dt>timeAndSeries</dt>
<dd>A data frame containing the time stamps and series values.
The first column should contain the time stamps,
and the second column should contain the series values.</dd></dl>

Arguments

computeMonthlyMaxima — computeMonthlyMaxima

<dl>

<dt>timeAndSeries</dt>
<dd>A data frame containing the time stamps and series values.
The first column should contain the time stamps,
and the second column should contain the series values.</dd>

</dl>

computeMonthlyMaxima: computeMonthlyMaxima

Description

Usage

Value

Arguments

Examples