Kernel Estimates of the Tail Index of a Distribution
Kernel Estimates of the Tail Index of a Distribution
We introduce a new estimate of the exponent of a distribution whose tail varies regularly at infinity. This estimate is expressed as the convolution of a kernel with the logarithm of the quantile function, and includes as particular cases the estimates introduced by Hill and by De Haan. Under very …