PrecipFrance

precip

<p>List containing the weekly maxima of hourly rainfall in the Fall season from 1993 to 2011 recorded at 92 stations across France (<code>precip</code>). Coordinates of the monitoring stations are given in <code>lat</code> and <code>lon</code>.</p>

datasets

A set of procedures for parametric and non-parametric modelling of the dependence structure of multivariate extreme-values is provided. The statistical inference is performed with non-parametric estimators, likelihood-based estimators and Bayesian techniques. It adapts the methodologies of Beranger and Padoan (2015) <doi:10.48550/arXiv.1508.05561>, Marcon et al. (2016) <doi:10.1214/16-EJS1162>, Marcon et al. (2017) <doi:10.1002/sta4.145>, Marcon et al. (2017) <doi:10.1016/j.jspi.2016.10.004> and Beranger et al. (2021) <doi:10.1007/s10687-019-00364-0>. This package also allows for the modelling of spatial extremes using flexible max-stable processes. It provides simulation algorithms and fitting procedures relying on the Stephenson-Tawn likelihood as per Beranger at al. (2021) <doi:10.1007/s10687-020-00376-1>.

Simone Padoan

ExtremalDep

Extremal Dependence Models

Boris Beranger

Giulia Marcon

Steven G. Johnson

Rudolf Schuerer 

Brian Gough 

Alec G. Stephenson

Anne Sabourin

Philippe Naveau

PrecipFrance function

<p>A list made of a \(228*92\) matrix (<code>precip</code>) and two vectors of length \(228\) (<code>lat</code> and <code>lon</code>).</p>

Format

Weekly maxima of hourly rainfall in France — PrecipFrance

Weekly maxima of hourly rainfall in France

PrecipFrance: Weekly maxima of hourly rainfall in France

Description

Arguments

Format

Details