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PhD student developing spatiotemporal models to better understand changing extreme weather events in the context of climate change in Ireland.

My main research interests lie in

  • extreme value theory-based methods,
  • machine learning methods,
  • climate change analysis,
  • high-dimensional computational statistics,

Below you'll find some (hopefully) useful software I have developed!

dáire's Projects

findmda icon findmda

Determining which GEV distribution an arbitrary distribution is in the maximum domain of attraction for.

gan_colab_template icon gan_colab_template

Template to fit and asses GAN models in Google Colab using built in (free :D) GPU

hrd icon hrd

An R package for working with Hüsler-Reiss models

husler-reiss-bays icon husler-reiss-bays

Various bayesian models for extreme value analysis using the Hüsler-Reiss copula.

miscellaneous-r-code icon miscellaneous-r-code

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms.

mvpot_tutorial icon mvpot_tutorial

This tutorial has been presented as a case study for the package mvPot during the Extreme Value Analysis Conference 2019 in Zagreb. It contain a complete case study to model extremes of temperature anomalies over the Red Sea.

rcpp-functions icon rcpp-functions

Repo of useful (to me) functions that i am finally writing in c++. Can be called in R via the package Rcpp.

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