The paper proposes a new estimation method for the extreme conditional quantiles through an extrapolation of the intermediate regression quantiles for the linear quantile regression model, and obtains the asymptotic properties of the proposed estimator in the general framework.
Scopus Subject Areas
- Statistics and Probability
- Statistics, Probability and Uncertainty
- Extreme conditional quantile
- Extreme value
- Intermediate regression quantile