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Time-Series

This repository is for me to practice Time Series Forecasting. Refer to the Supplemental folder for the necessary downloads.

Topics Covered

  1. Decomposition
  2. Hodrick-Prescott
  3. Autocorrelation
  4. Stationarity
  5. ARMA
  6. ARIMA
  7. GARCH
  8. Linear Regression
  9. Time-Series Linear Regression
  10. Train vs Test

Slides