/oilpriceforecast

Forecasting Oil Prices with Time Series & Generalized Additive Models for Location, Scale and Shape

Primary LanguageHTML

⛽ Oil Prices Forecast: Time Series & Generalized Additive Models for Location, Scale and Shape

Goals:

  • Create functions to automate the transformation of variables and get statistics.
  • Explore the Oil Dataset with Time Series concepts.
  • Feature selection using LASSO regularization
  • Adjust a multivariate model to predictions using GAMLSS.
  • Evaluate the models and order to choose the better model.
  • Make predictions about the future.

oildatatimeseries.html - html report explaining all the analysis.