Hostname: page-component-77c89778f8-gq7q9 Total loading time: 0 Render date: 2024-07-16T15:05:37.209Z Has data issue: false hasContentIssue false

General Stein-Type Covariance Decompositions with Applications to Insurance and Finance

Published online by Cambridge University Press:  09 August 2013

Edward Furman
Affiliation:
Department of Mathematics and Statistics, York University, Toronto, Ontario M3J 1P3, Canada., E-Mail: efurman@mathstat.yorku.ca
Ričardas Zitikis
Affiliation:
Department of Statistical and Actuarial Sciences, University of Western Ontario, London, Ontario N6A 5B7, Canada., E-Mail: zitikis@stats.uwo.ca

Abstract

A general ‘multivariate’ decomposition of covariances is formulated and proved, and its role in the context of financial risk measurement and pricing is demonstrated.

Type
Research Article
Copyright
Copyright © International Actuarial Association 2010

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Asimit, A.V., Furman, E. and Vernic, R. (2010) On a multivariate Pareto distribution. Insurance: Mathematics and Economics 46, 308316.Google Scholar
Bühlmann, H. and Gisler, A. (2005) A Course in Credibility Theory and its Applications. Springer, NewYork.Google Scholar
Furman, E. and Zitikis, R. (2008a) Weighted premium calculation principles. Insurance: Mathematics and Economics 42, 459465.Google Scholar
Furman, E. and Zitikis, R. (2008b) Weighted risk capital allocations. Insurance: Mathematics and Economics 43, 263269.Google Scholar
Furman, E. and Zitikis, R. (2009) Weighted pricing functionals with applications to insurance: an overview. North American Actuarial Journal, 13, 483496.Google Scholar
Jones, B.L., Qiu, F. and Zitikis, R. (2010) Pricing Group Life Insurance, Weighted Premiums, and CAPM. Technical Report No. 2010–1, Actuarial Research Group (ARG), University of Western Ontario, London, Ontario.Google Scholar
Kalkbrener, M. (2005) An axiomatic approach to capital allocation. Mathematical Finance, 15, 425437.CrossRefGoogle Scholar
Overbeck, L. (2004) Spectral capital allocation. In:Economic Capital: A Practitioner Guide ( Ed.: Dev, A. ), RiskBooks 2004, pp. 303313.Google Scholar
Panjer, H.H. (1998) Financial Economics with Applicationsto Investment, Insurance and Pensions. Actuarial Foundation, Schaumburg, Illinois.Google Scholar
Stein, C.M. (1981) Estimation of the mean of the multivariate normal distribution, Annals of Statistics 9, 11351151.CrossRefGoogle Scholar
Titterington, D.M., Smith, A.F. and Makov, U.E. (1986) Statistical Analysis of Finite Mixture Distributions. Wiley, New York.Google Scholar