A generalized CAPM model with asymmetric power distributed errors with an application to portfolio construction

Authors
Publication date 01-2018
Journal Economic Modelling
Volume | Issue number 68
Pages (from-to) 611-621
Number of pages 11
Organisations
  • Faculty of Economics and Business (FEB) - Amsterdam School of Economics Research Institute (ASE-RI)
  • Faculty of Economics and Business (FEB)
Abstract We estimate the CAPM model on European stock market data, allowing for asymmetric and fat-tailed return distributions using independent and identically asymmetric power distributed (IIAPD) innovations. The results indicate that the generalized CAPM with IIAPD errors has desirable properties. It is substantially less likely to be rejected than the traditional CAPM with normally distributed errors and, moreover, backtests show that portfolios constructed using IIAPD errors outperform the portfolio constructed with normally distributed errors in terms of commonly-used performance measures.
Document type Article
Language English
Published at https://doi.org/10.1016/j.econmod.2017.03.035
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