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In studying the movement in the production workers' share in the value added (i.e., labor's share), the following models were considered by Gujarati*:

Model A: Yt = β0 + β1t + ut

Model B: Yt = α0 + α1 t + α2 t2 + ut

where Y = labor's share and t = time. Based on annual data for 1949- 1964, the following results were obtained for the primary metal industry:

Model A:Yˆt = 0.4529 - 0.0041t R2 = 0.5284 d = 0.8252
(-3.9608 )

Model B:  Yˆt = 0.4786 - 0.0127t + 0.0005t2
(-3.2724) (2.7777)
R2 = 0.6629 d = 1.82

where the ?gures in the parentheses are t ratios.

a. Is there serial correlation in model A? In model B?

b. What accounts for the serial correlation?

c. How would you distinguish between "pure'' autocorrelation and speci?- cation bias?

Microeconomics, Economics

  • Category:- Microeconomics
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