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Lecture 9 Autocorrelation

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Presentation on theme: "Lecture 9 Autocorrelation"— Presentation transcript:

1 Lecture 9 Autocorrelation
Econometrics 1 Lecture 9 Autocorrelation

2 Autocorrelation: Causes and Consequences

3 Review of Assumptions of the OLS Model

4 Nature of autocorrelation

5 Variance of the error term

6 Consequence of Autocorrelation

7 Variance and Covariance of Errors in Case of Autocorrelation Compared to the Variance of a Normal Error Term

8 Variance and Covariance of Errors in Case of Autocorrelation Compared to the Variance of a Normal Error Term

9 Detection: graphical method

10

11 Detection of Autocorrelation: Graphical Method

12 Durbin-Watson test

13 Partial Autocorrelation Function and Order of Autocorrelation

14 Autocorrelation Corrected Errors

15 Bruce-Godfrey higher order autocorrelation test

16 Berenblutt-Webb test


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