On the Rank Condition of Tail Index Regressions and a Comparative Study with Extremal Quantile Regression

Thomas T. Yang

We revisit tail index regressions. For linear specifications, we find that the usual full rank condition can fail because conditioning on extreme outcomes causes regressors to dege…