Modeling of asymmetric responses of volatility
GARCH models assume positive and negative news has a symmetric impact on volatility. However, in reality the market tends to take the stairs up and the elevator down. In other words, the impact is usually asymmetric, and negative news tends to affect the volatility more than positive news.
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GARCH Models in Python
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