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rlfsm (version 1.1.2)

m_pk: m(-p,k)

Description

defined as \(m_{p,k} := E[|\Delta_{k,k} X|^p]\) for positive powers. When p is negative (-p is positive) the equality does not hold.

Usage

m_pk(k, p, alpha, H, sigma)

Arguments

k

increment order

p

a positive number

alpha

self-similarity parameter of alpha stable random motion.

H

Hurst parameter

sigma

Scale parameter of lfsm

Details

The following identity is used for computations: $$m_{-p,k} = \frac{(\sigma \|h_k\|_{\alpha})^{-p}}{a_{-p}} \int_{\R} \exp(-|y|^{\alpha}) |y|^{-1+p} dy = \frac{2(\sigma \|h_k\|_{\alpha})^{-p}}{\alpha a_{-p}} \Gamma(p/\alpha)$$

References

MOP18rlfsm