Assumption of the Ordinary Least Squares Model

Variation in the x’s is necessary. In general, the more variation in the independent variables the better the OLS estimates well be in terms of identifying the impacts of the different independent variables on the dependent variable. If you have three independent variables, an exact linear relationship could be represented as follows . ................
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