Wednesday, January 5, 2011

Covaricence Stationary

NOT covariance stationary
  • Features
    • The mean of the data (e.g. X: time, Y: price) is not constant.
    • AR(1): Xt = b0 + b1*Xt-1b1≅1
  • Test
    • Dickey-Fuller test
      • H0 : b1 - 1 = 0
      • If H0 is not rejected, data has a unit root and is nonstationary.

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