The Pricing of Jump Propagation: Evidence from Spot and Options Markets

References

• Aït-Sahalia Y, Cacho-Diaz J, Laeven RJ (2015) Modeling financial contagion using mutually exciting jump processes. J. Financial Econom. 117(3):585–606.Crossref, Google Scholar
• Aït-Sahalia Y, Laeven RJ, Pelizzon L (2014) Mutual excitation in Eurozone sovereign CDS. J. Econometrics 183(2):151–167.Crossref, Google Scholar
• Andersen T, Benzoni L, Lund J (2002) An empirical investigation of continuous-time equity return models. J. Finance 57(3):1239–1284.Crossref, Google Scholar
• Andersen T, Fusari N, Todorov V (2015) The risk premia embedded in index options. J. Financial Econom. 117(3):558–584.Crossref, Google Scholar
• Andersen T, Bollerslev T, Diebold F, Vega C (2007) Real-time price discovery in stock, bond and foreign exchange markets. J. Internat. Econom. 73(2):251–277.Crossref, Google Scholar
• Bacry E, Mastromatteo I, Muzy J-F (2015) Hawkes processes in finance. Market Microstructure Liquidity 1:1550005.Crossref, Google Scholar
• Bakshi G, Kapadia N (2003) Delta-hedged gains and the negative market volatility risk premium. Rev. Financial Stud. 16(2):527–566.Crossref, Google Scholar
• Bakshi G, Madan D (2000) Spanning and derivative-security valuation. J. Financial Econom. 55(2):205–238.Crossref, Google Scholar
• Bakshi G, Wu L (2010) The behavior of risk and market prices of risk over the Nasdaq bubble period. Management Sci. 56(12):2251–2264.Link, Google Scholar
• Bakshi G, Cao C, Chen Z (1997) Empirical performance of alternative option pricing models. J. Finance 52(5):2003–2049.Crossref, Google Scholar
• Bakshi G, Carr P, Wu L (2008) Stochastic risk premiums, stochastic skewness in currency options, and stochastic discount factors in international economies. J. Financial Econom. 87(1):132–156.Crossref, Google Scholar
• Bates D (1996) Jumps and stochastic volatility: Exchange rate processes implicit in deutsche mark options. Rev. Financial Stud. 9(1):69–107.Crossref, Google Scholar
• Bates D (2000) Post-’87 crash fears in the S&P 500 futures option market. J. Econometrics 94(1):181–238.Crossref, Google Scholar
• Bates D (2003) Empirical option pricing: A retrospection. J. Econometrics 116(1):387–404.Crossref, Google Scholar
• Black F (1976) Studies of stock price volatility changes. Proc. 1976 Meetings Amer. Statist. Assoc., Bus. Econom. Statist. Section,177–181.Google Scholar
• Bollerslev T, Todorov V (2014) Time-varying jump tails. J. Econometrics 183(2):168–180.Crossref, Google Scholar
• Bollerslev T, Todorov V, Xu L (2015) Tail risk premia and return predictability. J. Financial Econom. 118(1):113–134.Crossref, Google Scholar
• Broadie M, Chernov M, Johannes M (2007) Model specification and risk premia: Evidence from futures options. J. Finance 62(3):1453–1490.Crossref, Google Scholar
• Carr P, Madan D (1999) Option valuation using the fast Fourier transform. J. Comput. Finance 2(4):61–103.Crossref, Google Scholar
• Carr P, Wu L (2003) What type of process underlies options? A simple robust test. J. Finance 58(6):2581–2610.Crossref, Google Scholar
• Carr P, Wu L (2007) Stochastic skew in currency options. J. Financial Econom. 86(1):213–247.Crossref, Google Scholar
• Carr P, Wu L (2009) Variance risk premiums. Rev. Financial Stud. 22(3):1311–1341.Crossref, Google Scholar
• Carr P, Wu L (2017) Leverage effect, volatility feedback, and self-exciting market disruptions. J. Financial Quant. Anal. 52(5):2119–2156.Crossref, Google Scholar
• Chacko G, Viceira L (2003) Spectral GMM estimation of continuous-time processes. J. Econometrics 116(1):259–292.Crossref, Google Scholar
• Chernov M, Ghysels E (2000) A study towards a unified approach to the joint estimation of objective and risk neutral measures for the purpose of options valuation. J. Financial Econom. 56(3):407–458.Crossref, Google Scholar
• Chernov M, Gallant A, Ghysels E, Tauchen G (2003) Alternative models for stock price dynamics. J. Econometrics 116(1):225–257.Crossref, Google Scholar
• Christoffersen P, Jacobs K (2004) The importance of the loss function in option valuation. J. Financial Econom. 72(2):291–318.Crossref, Google Scholar
• Christoffersen P, Heston S, Jacobs K (2009) The shape and term structure of the index option smirk: Why multifactor stochastic volatility models work so well. Management Sci. 55(12):1914–1932.Link, Google Scholar
• Christoffersen P, Heston S, Jacobs K (2013) Capturing option anomalies with a variance-dependent pricing kernel. Rev. Financial Stud. 26(8):1963–2006.Crossref, Google Scholar
• Christoffersen P, Jacobs K, Mimouni K (2010) Volatility dynamics for the S&P500: Evidence from realized volatility, daily returns, and option prices. Rev. Financial Stud. 23(8):3141–3189.Crossref, Google Scholar
• Christoffersen P, Jacobs K, Ornthanalai C (2012) Dynamic jump intensities and risk premiums: Evidence from S&P500 returns and options. J. Financial Econom. 106(3):447–472.Crossref, Google Scholar
• Christoffersen P, Dorion C, Jacobs K, Karoui L (2014) Nonlinear Kalman filtering in affine term structure models. Management Sci. 60(9):2248–2268.Link, Google Scholar
• Collin-Dufresne P, Goldstein R, Yang F (2012) On the relative pricing of long-maturity index options and collateralized debt obligations. J. Finance 67(6):1983–2014.Crossref, Google Scholar
• Constantinides G, Lian L (2015) The supply and demand of S&P 500 put options. Chicago Booth Research Paper 15-38, University of Chicago, Chicago.Crossref, Google Scholar
• Coval J, Shumway T (2001) Expected option returns. J. Finance 56(3):983–1009.Crossref, Google Scholar
• Das S, Sundaram R (1999) Of smiles and smirks: A term structure perspective. J. Financial Quant. Anal. 34(2):211–239.Crossref, Google Scholar
• Duffie D, Pan J, Singleton K (2000) Transform analysis and asset pricing for affine jump diffusions. Econometrica 68(6):1343–1376.Crossref, Google Scholar
• Embrechts P, Liniger T, Lin L (2011) Multivariate Hawkes processes: An application to financial data. J. Appl. Probab. 48(A):367–378.Crossref, Google Scholar
• Eraker B (2004) Do stock prices and volatility jump? Reconciling evidence from spot and option prices. J. Finance 59(3):1367–1404.Crossref, Google Scholar
• Eraker B, Johannes M, Polson N (2003) The impact of jumps in volatility and returns. J. Finance 58(3):1269–1300.Crossref, Google Scholar
• Errais E, Giesecke K, Goldberg L (2010) Affine point processes and portfolio credit risk. SIAM J. Financial Math. 1(1):642–665.Crossref, Google Scholar
• Fulop A, Li J, Yu J (2015) Self-exciting jumps, learning, and asset pricing implications. Rev. Financial Stud. 28(3):876–912.Crossref, Google Scholar
• Hawkes A (1971) Spectra of some self-exciting and mutually exciting point processes. Biometrika 58(1):83–90.Crossref, Google Scholar
• Heston S (1993) A closed-form solution for options with stochastic volatility with applications to bond and currency options. Rev. Financial Stud. 6(2):327–343.Crossref, Google Scholar
• Huang X, Tauchen G (2005) The relative contribution of jumps to total price variance. J. Financial Econometrics 3(4):456–499.Crossref, Google Scholar
• Jackwerth JC, Rubinstein M (1996) Recovering probability distributions from option prices. J. Finance 51(5):1611–1631.Crossref, Google Scholar
• Jacod J, Todorov V (2009) Testing for common arrival of jumpsin discretely-observed multidimensional processes. Ann. Statist. 37(4):1792–1838.Crossref, Google Scholar
• Johannes M (2004) The statistical and economic role of jumps in continuous-time interest rate models. J. Finance 59(1):227–260.Crossref, Google Scholar
• Jones C (2003) The dynamics of stochastic volatility: Evidence from underlying and options markets. J. Econometrics 116(1):181–224.Crossref, Google Scholar
• Li H, Wells M, Yu C (2008) A Bayesian analysis of return dynamics with Levy jumps. Rev. Financial Stud. 21(5):2345–2378.Crossref, Google Scholar
• Liu J, Pan J, Wang T (2005) An equilibrium model of rare-event premia and its implication for option smirks. Rev. Financial Stud. 18(1):131–164.Crossref, Google Scholar
• Madan D, Carr P, Chang E (1998) The variance gamma process and option pricing. Eur. Finance Rev. 2(1):79–105.Crossref, Google Scholar
• Maheu J, McCurdy T (2004) News arrival, jump dynamics, and volatility components for individual stock returns. J. Finance 59(2):755–793.Crossref, Google Scholar
• Newey W, West K (1987) Hypothesis testing with efficient method of moments estimation. Internat. Econom. Rev. 28(3):777–787.Crossref, Google Scholar
• Ornthanalai C (2014) Levy jump risk: Evidence from options and returns. J. Financial Econom. 112(1):69–90.Crossref, Google Scholar
• Pan J (2002) The jump-risk premia implicit in options: Evidence from an integrated time-series study. J. Financial Econom. 63(1):3–50.Crossref, Google Scholar
• Rubinstein M (1994) Implied binomial trees. J. Finance 49(3):771–818.Crossref, Google Scholar
• Salmon M, Tham WW (2007) Time deformation and the yield curve. Working paper, University of Cambridge, Cambridge, UK.Crossref, Google Scholar
• Santa-Clara P, Yan S (2010) Crashes, volatility, and the equity premium: Lessons from S&P 500 options. Rev. Econom. Statist. 92(2):435–451.Crossref, Google Scholar
• Vuong Q (1989) Likelihood ratio tests for model selection and non-nested hypotheses. Econometrica 57(2):307–333.Crossref, Google Scholar
• Wachter J (2013) Can time-varying risk of rare disasters explain aggregate stock market volatility? J. Finance 68(3):987–1035.Crossref, Google Scholar
• Wan E, Merwe Rvd (2001) The unscented Kalman filter, Kalman Filtering and Neural Networks. Haykin S, ed. (John Wiley & Sons, New York), 221–280.Crossref, Google Scholar