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Time Series (State Space Models)

Time series from scratch

A review of the fundamentals of time series, decomposition, forecasting, confidence intervals with various techniques.

A Regression

Solving closed form regressions using matrices

A closer look at linear statistics and the regressions in use. To emphasize learning, we perform all the regressions and their corresponding test by using pure mathematics.