In a multiple linear regression, which of the following can cause the OLS estimators to be biased? A sample correlation coefficient of .85 between two independent variables. The presence of heteroskedasticity. Omitting an important variable i. ii. iii.

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
14th Edition
ISBN:9781305506381
Author:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Publisher:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Chapter4: Estimating Demand
Section: Chapter Questions
Problem 5E
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In a multiple linear regression, which of the following can cause the OLS
estimators to be biased?
A sample correlation coefficient of .85
independent variables.
The presence of heteroskedasticity.
Omitting an important variable
i.
between two
ii.
iii.
Explain briefly.
Transcribed Image Text:In a multiple linear regression, which of the following can cause the OLS estimators to be biased? A sample correlation coefficient of .85 independent variables. The presence of heteroskedasticity. Omitting an important variable i. between two ii. iii. Explain briefly.
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