Robust Regression
Posted: Fri May 18, 2012 2:35 pm
Hi
There are two types of Robust:
1- Robust standard errors address the problem of errors that are not independent and identically distributed. The use of robust standard errors will not change the coefficient estimates provided by OLS, but they will change the standard errors and significance tests.
2- Robust regression, on the other hand, deals with the problem of outliers in a regression. Robust regression uses a weighting scheme that causes outliers to have less impact on the estimates of regression coefficients. Hence, robust regression generally will produce different coefficient estimates than OLS does.
How can I reach the results of the second point (Robust regression) in EViews 7 ?
Thanks in advance.
There are two types of Robust:
1- Robust standard errors address the problem of errors that are not independent and identically distributed. The use of robust standard errors will not change the coefficient estimates provided by OLS, but they will change the standard errors and significance tests.
2- Robust regression, on the other hand, deals with the problem of outliers in a regression. Robust regression uses a weighting scheme that causes outliers to have less impact on the estimates of regression coefficients. Hence, robust regression generally will produce different coefficient estimates than OLS does.
How can I reach the results of the second point (Robust regression) in EViews 7 ?
Thanks in advance.