Q3 Flashcards
ECM stands for
Error correction mechanism
How do you visually inspect for cointegration?
If two variables follow same nonstationary pattern over time
I(0) means
Stationary
I(1) means
Nonstationary
Formal test for cointegration
Engle-Granger
What is cointegration?
Where regression of nonstationary time series on another does not result in a false regression. Means the two series have a long-term relationship
What are the four steps for performing EG procedure?
- Get ECM and perform cointegration test
- Indenting cointegration equation and which variable it is for
- Specify Autoregressive Distributed Lag Model (ARDL)
- Search for parsimonious ARDL
General ARDL model equation
Yt = B + BoXt + B1Xt-1 … + BqXt-q + y1Yt-1 … + ypYt-p + Ut
What is the name of test performed in EG procedure?
Cointegration regression augmented Dickey Fuller - CRADF
What is the cointegration equation?
Lc = cons + ly + error Error = lc - (cons + ly) = ECM
Null hypothesis for CRADF
Unit root I.e. no cointegration
Alternative hypothesis for CRADF
Stationary and cointegrated