. This paper empirically examines (a) the statistical properties of the Korea's representative implied volatility index … volatility process of the index, using augmented heterogeneous autoregressive (HAR) models with exogenous covariates. The results … macroeconomic variables explain the VKOSPI. More importantly, we find that the stock market return and implied volatility index of …