... peaks, heavy tails and asymmetric features of financial asset return data on asset pricing. Design/methodology/approach A VaR-based capital asset pricing model (CAPM) was constructed under the ALD that follows the logic of the classical CAPM and derive the corresponding VaR-β coefficients under ALD...