Time Series Analysis, Stochastic Process, Volatility, Data Science.
measure volatility over some period of time. Let’s have some Python coding to understand this concept. Here, I try to find the “realized volatility” of the SP500 index over time period of 1926 to 2021. To do that, first, I need to download the index prices, find the value at the end of each year,