87 citations
- Norwegian Meteorological InstituteNO4 papers
- University of ConnecticutUS4 papers
- University of OsloNO3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Max Planck Institute for MeteorologyDE2 papers
- NSF National Center for Atmospheric ResearchUS2 papers
- University of VictoriaCA2 papers
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und MeeresforschungDE1 paper
- Arctic and Antarctic Research InstituteRU1 paper
- Astronomical ObservatoryRS1 paper
- Australian Antarctic DivisionAU1 paper
- Beijing Solar Energy Research InstituteCN1 paper
4 papers · 1 filter
Regularized Fingerprinting in Detection and Attribution of Climate Change with Weight Matrix Optimizing the Efficiency in Scaling Factor Estimation
Yan Li, Kun Chen, Jun Yan +1
The optimal fingerprinting method for detection and attribution of climate change is based on a multiple regression where each covariate has measurement error whose covariance matr…
Automated Threshold Selection for Extreme Value Analysis via Goodness-of-Fit Tests with Application to Batched Return Level Mapping
Brian Bader, Jun Yan, Xuebin Zhang
Threshold selection is a critical issue for extreme value analysis with threshold-based approaches. Under suitable conditions, exceedances over a high threshold have been shown to…
Automated Selection of r for the r Largest Order Statistics Approach with Adjustment for Sequential Testing
Brian Bader, Jun Yan, Xuebin Zhang
The r largest order statistics approach is widely used in extreme value analysis because it may use more information from the data than just the block maxima. In practice, the choi…
A two-step approach to model precipitation extremes in California based on max-stable and marginal point processes
Hongwei Shang, Jun Yan, Xuebin Zhang
In modeling spatial extremes, the dependence structure is classically inferred by assuming that block maxima derive from max-stable processes. Weather stations provide daily record…