Estimation of conditional laws given an extreme component

Anne-Laure Fougères, Philippe Soulier

Let $(X,Y)$ be a bivariate random vector. The estimation of a probability of the form $P(Y\le y\mid X>t)$ is challenging when $t$ is large, and a fruitful approach consists in…