Approximating the conditional density given large observed values via a multivariate extremes framework, with application to environmental data

Daniel Cooley, Richard A. Davis, Philippe Naveau

Phenomena such as air pollution levels are of greatest interest when observations are large, but standard prediction methods are not specifically designed for large observations. W…