Nonparametric regression estimation of conditional tails: the random covariate case

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Estimation of the conditional tail index using a smoothed local Hill estimator (2014, methodology): “Note that this estimator is a kernel version of the case a = 0 of our estimator and that γ̃ is computed using the exact same procedure as in [10].”