8.9 Descriptive Statistics and Tests - Part 1

Using builtin tests in statsmodels to explore the underlying attributes of a time series:

• If a time series is stationary
• If it is independent
• If two series demonstrate causality test
• Evaluating forecasts with AIC and BIC
• Explore seasonality plots