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Quantitative Finance · Glossário

O que é Fundamental, statistical and hybrid factor models; factor exposure, factor return, specific return?

Também chamado de: fundamental factor model · factor exposure · factor return · statistical factor model · hybrid factor model · specific return

Definition 24.1 Research Craft: Predictors, Backtests, Measurement, Portfolios · Capítulo 24 — Risk Models

In a fundamental factor model the factor exposures are observed characteristics of each stock (industry membership, standardised style scores) and the factor returns are estimated each period by cross-sectional regression. In a statistical factor model both are estimated from the returns alone, by principal components or factor analysis. A hybrid factor model adds statistical factors to a fundamental model to capture what its characteristics miss. The specific return is what the factors leave: the regression residual. (A third family, macroeconomic models, observes factor returns such as inflation or the term spread and estimates exposures by time-series regression.)

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