Economic Inquiry · 2007 · 50 citations · 44 references
BusinessEconomicsFinanceEconometricsFinancial EconometricsFinancial EconomicsAsset Pricing EmpiricsAsset Return ModelingBusiness CyclesFinancial RiskRisk AversionVolatility ModelingAsymmetric Volatility ModelsBusiness Cycle DynamicsConditional Heteroskedasticity ModelsGeneralized Autoregressive Conditional Heteroskedasticity ModelsStock Market ReturnsTime-varying Volatility DynamicsTime-varying Volatility ModelsVolatility
We study how three interrelated phenomena—excess stock returns and risk relation, risk aversion, and asymmetric volatility movement—change over business cycles. Using an asymmetric generalized autoregressive conditional heteroskedasticity in mean model and a Markov switching model, we find that excess stock return increases and asymmetric volatility movement is weakened during boom periods. This suggests that investors become more risk‐averse during boom periods (i.e., procyclical risk aversion), which we confirm using a calibration of a simple equilibrium model . ( JEL C32, E32, G12)
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Generalized autoregressive conditional heteroskedasticity
Tim Bollerslev · Journal of Econometrics · 1986 · 22.3K citations · Full text
Business, Finance, Econometrics +11
Conditional Heteroskedasticity in Asset Returns: A New Approach
Daniel B. Nelson · Econometrica · 1991 · 10.4K citations