13.24 An economist estimates the following regression model: y = b0 + b1x1 + b2x2 + e...

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13.24 An economist estimates the following regression model:

y = b0 + b1x1 + b2x2 + e The estimates of the parameters b1 and b2 are not very large compared with their respective standard errors.

But the size of the coefficient of determination indicates quite a strong relationship between the dependent variable and the pair of independent variables.

Having obtained these results, the economist strongly suspects the presence of multicollinearity. Since his chief interest is in the influence of X1 on the dependent variable, he decides that he will avoid the problem of multicollinearity by regressing Y on X1 alone.

Comment on this strategy.

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Related Book For  book-img-for-question

Essential Mathematics And Statistics For Science

ISBN: 9780470694480

2nd Edition

Authors: Graham Currell, Dr. Antony Dowman

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