V5-1119 — Annual report 2011
1.
Quantile approximations in auto-regressive portfolio models

This paper develops an analytical approximation for the distribution function of a terminal value of a periodic series of buy­and­hold investments placed over a fixed time horizon for the case when log­ returns of assets follow a p­th order vector auto­regressive process. The derivation is based on a first order Taylor conditioned approximation with a suitably chosen conditioning variable. The results indicate a remarkably good fit between the approximating procedure and simulations based on realistic parameters.

COBISS.SI-ID: 19878630