Table 3

In-sample pricing performance

<Panel A> MAE
Moneyness<0.940.94–0.960.96–1.001.00–1.031.03–1.06>1.06Total
BS0.17040.31680.44380.37280.49170.23200.2907
A10.10620.21120.67530.54910.34810.08680.2307
A20.04290.14350.38530.23360.10230.03010.1061
R10.07160.18670.58660.43960.24090.04410.1741
R20.05340.18050.47110.26750.11840.03380.1267
SV0.02090.03640.13570.16910.04660.03630.0578
SVJ0.02610.02440.12220.16270.04230.03080.0524
<Panel B> MSE
Moneyness<0.940.94–0.960.96–1.001.00–1.031.03–1.06>1.06Total
BS0.10450.21010.40150.32000.36130.16510.2179
A10.05690.14780.80150.46480.22030.03220.1848
A20.00830.06010.35790.17000.03180.00370.0649
R10.03070.11020.62470.32660.10660.00900.1248
R20.01700.09200.47100.19410.04230.00520.0850
SV0.00220.00520.10170.14290.00680.00430.0275
SVJ0.00600.00300.09030.14180.00630.00510.0268

Note(s): This table reports the in-sample pricing errors of each option pricing model across moneyness categories. Moneyness is defined as the KOSPI 200 index divided by the option strike price. Each model is estimated on a daily basis, and the in-sample pricing error is computed as the difference between the market option price and the model-implied option price using the parameters estimated for that day

MAE denotes the mean absolute error, and MSE denotes the mean squared error. BS refers to the Black and Scholes (1973) model. The A1 model uses the intercept and strike price as independent variables, while the A2 model includes the intercept, strike price, and squared strike price. The R1 model uses the intercept and moneyness, while the R2 model includes the intercept, moneyness, and squared moneyness. SV and SVJ refer to the stochastic volatility model and the stochastic volatility with jumps model of Bakshi et al. (1997), respectively

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