Time Series Analysis, Stochastic Process, Volatility, Data Science.
Maximum likelihood estimation (MLE) is a natural choice to estimate the unknown parameters. Here, I am not going to go into mathematical detail of MLE but will provide some Python codes with comments to help you understand the math through codes: Now, having defined function “garch_mle”, we need