Journal of Hydrometeorology, Vol. 17, No. 6 (June 2016), pp. 1869-1883 (15 pages) ABSTRACT Classical regression models are widely used in hydrological regional frequency analysis (RFA) in order to ...

HOLGER DETTE, MARC HALLIN, TOBIAS KLEY, STANISLAV VOLGUSHEV, Of copulas, quantiles, ranks and spectra: An L₁-approach to spectral analysis, Bernoulli, Vol. 21, No ...

One solution is to ditch the standard linear regression and replace it with quantile regression, which is less vulnerable to extreme data points. What’s the difference in these regressions?