Q3 Flashcards

1
Q

ECM stands for

A

Error correction mechanism

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2
Q

How do you visually inspect for cointegration?

A

If two variables follow same nonstationary pattern over time

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3
Q

I(0) means

A

Stationary

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4
Q

I(1) means

A

Nonstationary

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5
Q

Formal test for cointegration

A

Engle-Granger

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6
Q

What is cointegration?

A

Where regression of nonstationary time series on another does not result in a false regression. Means the two series have a long-term relationship

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7
Q

What are the four steps for performing EG procedure?

A
  1. Get ECM and perform cointegration test
  2. Indenting cointegration equation and which variable it is for
  3. Specify Autoregressive Distributed Lag Model (ARDL)
  4. Search for parsimonious ARDL
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8
Q

General ARDL model equation

A

Yt = B + BoXt + B1Xt-1 … + BqXt-q + y1Yt-1 … + ypYt-p + Ut

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9
Q

What is the name of test performed in EG procedure?

A

Cointegration regression augmented Dickey Fuller - CRADF

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10
Q

What is the cointegration equation?

A
Lc = cons + ly + error
Error = lc - (cons + ly) = ECM
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11
Q

Null hypothesis for CRADF

A

Unit root I.e. no cointegration

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12
Q

Alternative hypothesis for CRADF

A

Stationary and cointegrated

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