Examlex

Solved

Your Textbook Modifies the Four Assumptions for the Multiple Regression

question 13

Essay

Your textbook modifies the four assumptions for the multiple regression model by adding a new assumption.This represents an extension of the cross-sectional data case,where errors are uncorrelated across entities.The new assumption requires the errors to be uncorrelated across time,conditional on the regressors as well (cov(uit,uis Your textbook modifies the four assumptions for the multiple regression model by adding a new assumption.This represents an extension of the cross-sectional data case,where errors are uncorrelated across entities.The new assumption requires the errors to be uncorrelated across time,conditional on the regressors as well (cov(uit,uis   Xit,Xis)= 0 for t ≠ s. ). (a)Discuss why there might be correlation over time in the errors when you use U.S.state panel data.Does this mean that you should not use OLS as an estimator? (b)Now consider pairs of adjacent states such as Indiana and Michigan,Texas and Arkansas,New York and Connecticut,etc.Is it likely that the fifth assumption will hold here,even though the  contemporaneous  errors are correlated? If not,can you still use OLS for estimation? Xit,Xis)= 0 for t ≠ s. ).
(a)Discuss why there might be correlation over time in the errors when you use U.S.state panel data.Does this mean that you should not use OLS as an estimator?
(b)Now consider pairs of adjacent states such as Indiana and Michigan,Texas and Arkansas,New York and Connecticut,etc.Is it likely that the fifth assumption will hold here,even though the "contemporaneous" errors are correlated? If not,can you still use OLS for estimation?


Definitions:

Economic Inequality

The unequal distribution of income and opportunity between different groups in society, often leading to social and economic divisions.

Modern Conservatism

A political philosophy that emphasizes the value of traditional institutions and practices, limited government, and free-market economics.

Industrial Heartland

Regions predominantly found in the northern and central parts of the USA, historically characterized by heavy manufacturing and industry.

Vietnam Syndrome

The apprehension of the United States public and policymakers towards military interventions due to the negative experiences and outcomes of the Vietnam War.

Related Questions