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Market Excess Returns, Variance and the Third Cumulant
Author(s) -
Zhang Jin E.,
Chang Eric C.,
Zhao Huimin
Publication year - 2020
Publication title -
international review of finance
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.489
H-Index - 18
eISSN - 1468-2443
pISSN - 1369-412X
DOI - 10.1111/irfi.12234
Subject(s) - econometrics , cumulant , economics , variance (accounting) , variance risk premium , variance swap , jump diffusion , asset (computer security) , jump , mathematics , statistics , volatility (finance) , stochastic volatility , volatility risk premium , accounting , physics , computer security , quantum mechanics , computer science
In this paper, we develop an equilibrium asset pricing model for market excess returns, variance and the third cumulant by using a jump‐diffusion process with stochastic variance and jump intensity in Cox et al. (1985) production economy. Empirical evidence with the S&P 500 index and options from January, 1996 to December, 2005 strongly supports our model prediction that the lower the third cumulant, the higher the market excess returns. Consistent with existing literature, the theoretical mean–variance relation is supported only by regressions on risk‐neutral variance. We further demonstrate empirically that the third cumulant explains significantly the variance risk premium.
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