In: Statistics and Probability
(i) Explain what is meant by hetroscedasticity in a regression
model Y = Xβ + ε...
- (i) Explain what is meant by hetroscedasticity in a regression
model Y = Xβ + ε
and why it causes a problem with inference in OLS. Use a practical
example to illustrate.
(ii) How can you check for
heteroscedasticity in practice?
(iii) Explain how ‘Weighted Least Squares’ corrects for
heteroscedasticity.