Time Series Analysis, Stochastic Process, Volatility, Data Science.
one optimizer that finds the best theta parameter (θ*) that maximizes the log-likelihood. To do this, I use “scipy” to perform this optimization. Note that we always optimize “likelihood” values, but since “scipy” default is “spop.minimize”, here I am minimizing -log_likelihood, which has the same