Application of Least Squares Regression to Relationships Containing Auto-Correlated Error Terms

Journal of the American Statistical Association - Tập 44 Số 245 - Trang 32-61 - 1949
Donald Cochrane1, Guy H. Orcutt1
1Department of Applied Economics , Cambridge

Tóm tắt

Từ khóa


Tài liệu tham khảo

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Mimeographed paper distributed by the editor and the Cowles Commission for Research in Economics

Op. cit.

10.2307/2981291

The relationship between the ratio of the mean square successive difference to the variance and the serial or autocorrelation coefficient for an infinite series is given byr1= 1 – 1/2 δ2/s2wherer1is the first autocorrelation. It can be seen that asr1moves from +1 to −1 the ratio δ/s2moves from 0 to 4

The actual residuals were not published in the paper by Richard Stone but he has very kindly let us have the calculated residuals for 17 equations which include some revised estimates and a few additional relationships (see Table VIII)

For a more detailed discussion of reduced form methods see Girshick and Haavelmo,op. cit., especially p. 85

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