Two variable regression model could have three functional forms as given below:
Deciding which of the three functional forms of the two-variable regression model is the best fit for a given econometric problem requires a careful analysis of the data and the assumptions underlying each model. The decision should be based on the principles of economic theory, statistical significance, and goodness-of-fit criteria.
Economic Theory:
The first step is to consider the economic theory underlying the relationship between the dependent variable Y and the independent variable X. If the theory suggests a linear relationship between Y ___ _________ __________ _____ _________ ____ ______ _____ ____ _____ ______.
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