Portfolio construction incorporating asymmetric dependence structures: A user's guide

Anthony Hatherley*, Jamie Alcock

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

17 Citations (Scopus)

Abstract

We outline a method of portfolio selection incorporating asymmetric dependency structures using copula functions. Assuming normally distributed marginal returns, we illustrate how asymmetric return correlations affect the efficient frontier and subsequent portfolio performance under a dynamic rebalancing framework. Implementing this methodology within the context of tactically allocating a small set of market indices, we demonstrate several key findings. First, we establish the manner by which the efficient frontier constructed under asymmetric dependence differs from a mean-variance frontier. By establishing a paper portfolio based on these differences, we find that asymmetric correlation structures do have real economic value. The primary source of this economic value is the ability to better protect portfolio value and reduce the size of any erosion in return relative to the normal portfolio when asymmetric return correlations are accounted for.

Original languageEnglish
Pages (from-to)447-472
Number of pages26
JournalAccounting and Finance
Volume47
Issue number3
DOIs
Publication statusPublished - Sept 2007

Keywords

  • Asymmetric dependence
  • Conditional value-at-risk
  • Copula functions
  • Portfolio selection

ASJC Scopus subject areas

  • Accounting
  • Finance
  • Economics, Econometrics and Finance (miscellaneous)

Fingerprint

Dive into the research topics of 'Portfolio construction incorporating asymmetric dependence structures: A user's guide'. Together they form a unique fingerprint.

Cite this