unit-roots

  1. David Harper CFA FRM

    P1.T2.21.2. Unit roots and Dickey-Fuller

    Learning objectives: Explain the challenges of modeling time series containing unit roots. Describe how to test if a time series contains a unit root. Explain how to construct an h-step-ahead point forecast for a time series with seasonality. Calculate the estimated trend value and form an...
  2. David Harper CFA FRM

    P1.T2.21.1. Nonlinear time trends and unit roots

    Learning objectives: Describe linear and nonlinear time trends. Explain how to use regression analysis to model seasonality. Describe a random walk and a unit root. Questions: 21.1.1. The following seasonal dummy model estimates the quarterly growth rate (in percentage terms) of housing...
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