> > > 0G096G Detailed outline

Time Series Analysis and Forecasting with IBM SPSS Forecasting - ILT (0G096G)

Course Description Schedule Course Outline

Detailed Course Outline

  • The basics of forecasting
  • Smoothing time series data
  • Outliers and error in time series data
  • Automatic forecasting with the Expert Modeler
  • Assessing model performance
  • Fitting curves to time series data
  • Regression with time series data
  • Exponential smoothing models
  • ARIMA models
  • Applying a model to new data
  • Seasonal decomposition
  • Modeling seasonality
  • Intervention analysis
  • Transfer functions in ARIMA
  • Automatic forecasting of several time series