shape.pickands: Pickand's shape estimator

View source: R/tailindex.R

shape.pickandsR Documentation

Pickand's shape estimator

Description

Given a sample of size n of positive exceedances, compute the real shape parameter \xi based on the k largest order statistics.

Usage

shape.pickands(xdat, k)

Arguments

xdat

vector of positive observations of length n

k

number of largest order statistics

Value

a data frame with the number of order statistics k and the shape parameter estimate shape, or a single numeric value if k is a scalar.

References

Pickands, III, J. (1975). Statistical inference using extreme order statistics. Annals of Statistics, 3, 119-131.


lbelzile/mev documentation built on June 14, 2025, 6:40 p.m.