Ms. Ho et al., A CONTINUOUS-TIME ARBITRAGE-PRICING MODEL WITH STOCHASTIC VOLATILITY AND JUMPS, Journal of business & economic statistics, 14(1), 1996, pp. 31-43
We formulate and test a continuous-time asset-pricing model using U.S.
equity market data. We assume that stock returns are driven by common
factors including random jump-size Poisson processes and Brownian mot
ions with stochastic volatility. The model places overidentifying rest
rictions on the mean returns, allowing one to identify risk-neutral pr
obability distributions useful in pricing derivative securities. We te
st for the restrictions and decompose moments of the asset returns int
o the contributions made by different factors. Our econometric methods
take full account of time aggregation.