tsEvaPlotTransfToStat

<code>tsEvaPlotTransfToStat</code>is a function that creates a
line plot of time series data along with statistical measures.

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

tsEvaPlotTransfToStat function

<dl><dt>timeStamps</dt>
<dd>A vector of time stamps for the data points.</dd>
<dt>statSeries</dt>
<dd>A vector of the main time series data.</dd>
<dt>srsmean</dt>
<dd>A vector of the mean values for each time stamp.</dd>
<dt>stdDev</dt>
<dd>A vector of the standard deviation values for each time stamp.</dd>
<dt>st3mom</dt>
<dd>A vector of the third moment values for each time stamp.</dd>
<dt>st4mom</dt>
<dd>A vector of the fourth moment values for each time stamp.</dd>
<dt>varargin</dt>
<dd>Additional optional arguments to customize the plot.</dd></dl>

Arguments

tsEvaPlotTransfToStat — tsEvaPlotTransfToStat

<dl>

<dt>timeStamps</dt>
<dd>A vector of time stamps for the data points.</dd>


<dt>statSeries</dt>
<dd>A vector of the main time series data.</dd>


<dt>srsmean</dt>
<dd>A vector of the mean values for each time stamp.</dd>


<dt>stdDev</dt>
<dd>A vector of the standard deviation values for each time stamp.</dd>


<dt>st3mom</dt>
<dd>A vector of the third moment values for each time stamp.</dd>


<dt>st4mom</dt>
<dd>A vector of the fourth moment values for each time stamp.</dd>


<dt>varargin</dt>
<dd>Additional optional arguments to customize the plot.</dd>

</dl>

tsEvaPlotTransfToStat: tsEvaPlotTransfToStat

Description

Usage

Value

Arguments

See Also