Research Article

Can the Implied Information of Options Predict the Liquidity of Stock Market? A Data-Driven Research Based on SSE 50ETF Options

Table 4

Medium- and long-term forecasting power of IV on stock market liquidity.

150 d180 d210 d240 d270 d300 d330 d360 d

IV0.015 (1.18)0.007 (0.54)0.023 (1.84)−0.020 (−1.64)−0.010 (−0.78)−0.005 (−0.40)−0.018 (−1.45)−0.033 (−2.52)

RF3.878 (7.11)4.279 (7.84)5.937 (11.04)4.961 (9.05)5.565 (9.92)5.316 (9.38)4.999 (8.81)3.367 (5.80)

SIR0.022 (0.36)0.033 (0.53)0.009 (0.15)−0.063 (−1.05)−0.054 (−0.89)−0.017 (−0.27)−0.017 (−0.27)−0.135 (−2.12)

ER0.015 (2.98)0.021 (3.99)0.036 (6.98)0.030 (5.85)0.039 (7.50)0.043 (8.21)0.044 (8.32)0.039 (7.25)

CIR−0.003 (−0.25)0.008 (0.67)0.008 (0.73)0.009 (0.82)−0.010 (−0.87)−0.012 (−1.03)0.012 (0.95)0.006 (0.50)

Adjusted R2 (%)4.285.9210.9212.7815.4015.7017.4715.00