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A multifactor model of Philippine stock returns using latent macro risk factors

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Author Info
Rodolfo Q. Aquino
Abstract

This study addresses the measurement problem inherent in using published macroeconomic data to proxy for unobservable macro risk factors. Using a structural equation modelling framework, four latent risk factors are identified in addition to the exchange rate and market timing risk factors. The latter two are proxied one-for-one by fluctuations in the nominal peso-dollar exchange rate and the excess return on the portfolio represented by the Phisix. Using transformations of published macroeconomic data as indicator variables, the measurement part of the model appears to capture the essence of the unobservable risk factors they are supposed to measure. The betas or factor loadings generated by the structural model indicate that fluctuations in the risk factors have significant effects on the time variation of stock returns. However, the effects are more pronounced after the onset of the Asian financial crisis than before. Tests of model fit do not reject the hypothesis that the returns are consistent with the six-factor model for the entire period covered by the study, although individual factors are priced only during the 1997-2001 sub-period.

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Article provided by Taylor and Francis Journals in its journal Applied Economics Letters.

Volume (Year): 11 (2004)
Issue (Month): 15 (December)
Pages: 961-968
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Handle: RePEc:taf:apeclt:v:11:y:2004:i:15:p:961-968

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  1. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-87, September. [Downloadable!] (restricted)
  2. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July. [Downloadable!] (restricted)
  3. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March. [Downloadable!] (restricted)
  4. Ferson, Wayne E. & Harvey, Campbell R., 1994. "Sources of risk and expected returns in global equity markets," Journal of Banking & Finance, Elsevier, vol. 18(4), pages 775-803, September. [Downloadable!] (restricted)
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  5. Chan, Louis K. C. & Karceski, Jason & Lakonishok, Josef, 1998. "The Risk and Return from Factors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 33(02), pages 159-188, June. [Downloadable!]
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