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(Requires Appendix Material)Consider the Sample Regression Function

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(Requires Appendix material)Consider the sample regression function (Requires Appendix material)Consider the sample regression function   , where * indicates that the variable has been standardized.What are the units of measurement for the dependent and explanatory variable? Why would you want to transform both variables in this way? Show that the OLS estimator for the intercept equals zero.Next prove that the OLS estimator for the slope in this case is identical to the formula for the least squares estimator where the variables have not been standardized,times the ratio of the sample standard deviation of X and Y,i.e. ,   . ,
where * indicates that the variable has been standardized.What are the units of measurement for the dependent and explanatory variable? Why would you want to transform both variables in this way? Show that the OLS estimator for the intercept equals zero.Next prove that the OLS estimator for the slope in this case is identical to the formula for the least squares estimator where the variables have not been standardized,times the ratio of the sample standard deviation of X and Y,i.e. , (Requires Appendix material)Consider the sample regression function   , where * indicates that the variable has been standardized.What are the units of measurement for the dependent and explanatory variable? Why would you want to transform both variables in this way? Show that the OLS estimator for the intercept equals zero.Next prove that the OLS estimator for the slope in this case is identical to the formula for the least squares estimator where the variables have not been standardized,times the ratio of the sample standard deviation of X and Y,i.e. ,   . .


Definitions:

Short-Run Production

The period in which at least one input or factor of production is fixed, allowing firms to adjust only certain inputs to change output levels.

Average Total Cost

The total cost of production (fixed and variable costs) divided by the total quantity of output produced.

Marginal Cost

The additional cost incurred in the production of one extra unit of a good or service.

Average Fixed Cost

The fixed costs of production divided by the quantity of output produced; these costs decline as production increases.

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