2: Time Series Models Flashcards

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1
Q

Covariance stationary is when the mean & variance:

A

Do not change over time

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2
Q

To test for Covariance Stationarity:

A
  1. Plot data
  2. Run an AR model
  3. test correlations
  4. Perform Dickey Fuller test
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3
Q

Unit roots are eliminated by:

A

First differencing

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4
Q

Use a log-linear trend model with:

A

constant % growth rates
or
exponential growth

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