Time Series

Welcome to Time Series!

Model long-term changes with moving averages and the time dummy.

Create indicators and Fourier features to capture periodic change.

Predict the future from the past with a lag embedding.

Combine the strengths of two forecasters with this powerful technique.

Apply ML to forecasting task with these four strategies.

Autocorrelation and ARIMA