WindSpeedGust

Lingen

Ossendorf

ParcayMeslay

<p>Three <code>data.frame</code> objects, one for each location.</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

WindSpeedGust function

Hourly Wind Gust, Wind Speed, and Air Pressure at Lingen (GER), Ossendorf (GER), and Parcay-Meslay (FRA) — WindSpeedGust

Hourly Wind Gust, Wind Speed, and Air Pressure at Lingen (GER), Ossendorf (GER), and Parcay-Meslay (FRA)

WindSpeedGust: Hourly Wind Gust, Wind Speed, and Air Pressure at Lingen (GER), Ossendorf (GER), and Parcay-Meslay (FRA)

Description

Arguments

Details

References