Joel Zeder EVA Talk Preview
From Anna Munro on May 25th, 2021
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Name: Joel Zeder
Talk Title: The value of regularisation and model robustness in the context of climate extremes
Abstract: Single-model initial condition large ensembles – an multitude of climate simulations based on the same model with a minor perturbation in the initial conditions – provide novel opportunities to study the physical drivers of large-scale climate extremes. The severity and conditional probability of extreme events, such as heatwaves, can be estimated with a non-stationary generalised extreme value distribution GEV that accounts for variability in the climate system.
Rothenhäusler, D., Meinshausen, N., Bühlmann, P., & Peters, J. (2021). Anchor regression: Heterogeneous data meet causality. Journal of the Royal Statistical Society. Series B: Statistical Methodology, (June 2018), 1–32. https://doi.org/10.1111/rssb.12398
This talk is a contributed talk at EVA 2021. View the programme here.