Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5129771 | Statistics & Probability Letters | 2017 | 7 Pages |
Abstract
Lp-quantiles are a class of generalised quantiles defined as the minimisers of an expected asymmetric power function. For p=1 and p=2 they correspond respectively to the quantiles and the expectiles. In this contribution we show that for the class of Student t distributions with p degrees of freedom, the Lp-quantile and the quantile coincide for any confidence level Ïâ(0,1). The proof involves concepts from combinatorial analysis as well as a recursive formula for the truncated moments of the Student t distribution. This work extends the contribution of Koenker (1993) that shows a similar result for the expectiles.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Mauro Bernardi, Valeria Bignozzi, Lea Petrella,