For the past two decades, the single-index model, a special case of projection pursuit regression, has proven to be an efficient way of coping with the high-dimensional problem in nonparametric ...

Systemic risk analysis reveals the interdependencies of risk factors especially in tail event situations. In applications the focus of interest is on capturing joint tail behavior rather than a ...