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The Multiple Dimensions of Asset Allocation: Countries, Sectors or Factors?

Anne-Sophie E. Vanroyen

Columbia Management Group

Sebastien Page

State Street Associates

December 2001

Asset allocation has been performed traditionally along country lines. If the balance is shifting towards sectors, then skill in forecasting relative country returns may not be sufficient to ensure investment success. It may lead to suboptimal portfolios. There is growing evidence supporting the emergence of global sectors. We examine this claim, focusing on 19 developed equity markets between 1994 and 2000. We first identify clusters of sectors across countries, using a methodology based on neural networks. Although country stratification remains important, our results suggest a more complex and dual structure across both dimensions. Some clusters correspond to global sectors across regions. In contrast with Heston and Rouwenhorst (1994) seminal model and subsequent research, we develop a framework that allows a large degree of interaction between countries and sectors. We also relax the assumption that country and sector exposures are fixed, thus enabling us to analyze how the two dimensions evolved over time. We perform principal components analysis to identify factors driving returns. By construction, the factors combine both dimensions, geographic and industrial, and are allowed to vary over time. We measure the relative importance of country and sector effects in these factors, and find that sectors have become as important as countries since October 2000. We discuss the implications of these findings for asset allocation. Factors are interpreted as combinations of a limited number of short and long positions. We find that diversification across factors leads to lower risk than diversification across countries or sectors.

Number of Pages in PDF File: 36

Keywords: asset allocation, sector diversification

JEL Classification: G11, G15, C45

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Date posted: January 16, 2002  

Suggested Citation

Vanroyen, Anne-Sophie E. and Page, Sebastien, The Multiple Dimensions of Asset Allocation: Countries, Sectors or Factors? (December 2001). Available at SSRN: https://ssrn.com/abstract=295631 or http://dx.doi.org/10.2139/ssrn.295631

Contact Information

Anne-Sophie E. Van Royen (Contact Author)
Columbia Management Group ( email )
590 Madison Avenue, 36th floor
New York, NY 10028
United States
Sebastien Page
State Street Associates ( email )
138 Mount Auburn Street
Cambridge, MA 02138
United States
617-234-9462 (Phone)
617-234-9478 (Fax)
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