Suppose that the true data-generating process includes an intercept along with the variables X2 and X3. Suppose that you inadvertently leave X3 out of your estimated model and only include an intercept and X2. Suppose further that X2 and X3 is positively correlated with Y, and X2 and X3 are negatively correlated with each other. As a result, the estimated coefficient on X2 (when X3 is omitted) is generally going to be: unbiased. too big. too small, O leptokurtic.

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
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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
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Suppose that the true data-generating process includes an intercept along with
the variables X2 and X3. Suppose that you inadvertently leave X3 out of your
estimated model and only include an intercept and X2. Suppose further that X2
and X3 is positively correlated with Y, and X2 and X3 are negatively correlated
with each other. As a result, the estimated coefficient on X2 (when X3 is
omitted) is generally going to be:
unbiased.
too big.
too small,
O leptokurtic.
Transcribed Image Text:Suppose that the true data-generating process includes an intercept along with the variables X2 and X3. Suppose that you inadvertently leave X3 out of your estimated model and only include an intercept and X2. Suppose further that X2 and X3 is positively correlated with Y, and X2 and X3 are negatively correlated with each other. As a result, the estimated coefficient on X2 (when X3 is omitted) is generally going to be: unbiased. too big. too small, O leptokurtic.
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