November 6th, 2011, 4:00 pm
In Jeremy Evnine and Andrew Rudd's article, "Option portfolio risk analysis" in the Journal of Portfolio Management (Winter 1984), they introduce a multifactor model for options. The general form of the factor model is r_c-r_f=intercept+eta.(r_s-r_f)+psi.(r_s-r_f)^2+nu.DELVAR+zeta.DELR+CONS+chi.DVRG+d_1OTM+d_2SHRT+d_3.LONG+residual,where, r_f is the risk free rate, r_c is the return on a call option, and r_s is the return on the underlying security. They further expand (r_s-r_f)^2=B_s^2MKTSQR+RES2. I will not explain explicitly what each factor represents because I am only interested in the (r_s-r_f)^2 term. I will give a brief description of some of the coefficients in the model as this is more relevant to my question. The eta coefficient is the option elasticity, which is equal to (dC/dS).(S/C)=Delta.(S/C). The nu and zeta are also elasticities but with respect to volatility and interest rates, respectively. They say that "psi is related to option gamma, just as eta is related to option delta." Eta is interpreted as the percentage change in the option price that is caused by a percentage change in the underlying. This is elasticity in economics. This can be seen by Eta=(dC/C)/(dS/S)=dC/dS.(S/C)=dlog S/dlogC. Based on their comment, I think psi is the percentage change in the option that is caused by the percentage change in the underlying squared. Thus, psi=(dC/C)/(dS/S)^2=(d^2C/dS^2).(S^2/C)=Gamma.(S^2/C). Does this sound right to everyone? Or am I doing something wrong? Thank you in advance.