You estimated a single regression relating the annual bonus given to employees of big corporations to the age of those employees. Your simple regression shows a positive value for the slope coefficient. You are absolutely convinced that the true effect of age on bonus amount is negative, so you think you have an omitted variable bias. If you are correct, which of the following is true about the omitted variable? There is some (omitted) variable that positively affects bonus amount and that is positively correlated with age. There is some (omitted) variable that negatively affects bonus amount and that is completely uncorrelated with age. There is some (omitted) variable that positively affects bonus amount and that is negatively correlated with age. There is some (omitted) variable that positively affects bonus amount and that is completely uncorrelated with age.

College Algebra
7th Edition
ISBN:9781305115545
Author:James Stewart, Lothar Redlin, Saleem Watson
Publisher:James Stewart, Lothar Redlin, Saleem Watson
Chapter1: Equations And Graphs
Section: Chapter Questions
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You estimated a single regression relating the annual bonus
given to employees of big corporations to the age of those
employees. Your simple regression shows a positive value for
the slope coefficient. You are absolutely convinced that the
true effect of age on bonus amount is negative, so you think
you have an omitted variable bias. If you are correct, which of
the following is true about the omitted variable?
There is some (omitted) variable that positively affects bonus
amount and that is positively correlated with age.
There is some (omitted) variable that negatively affects bonus
amount and that is completely uncorrelated with age.
There is some (omitted) variable that positively affects bonus
amount and that is negatively correlated with age.
There is some (omitted) variable that positively affects bonus
amount and that is completely uncorrelated with age.
Transcribed Image Text:You estimated a single regression relating the annual bonus given to employees of big corporations to the age of those employees. Your simple regression shows a positive value for the slope coefficient. You are absolutely convinced that the true effect of age on bonus amount is negative, so you think you have an omitted variable bias. If you are correct, which of the following is true about the omitted variable? There is some (omitted) variable that positively affects bonus amount and that is positively correlated with age. There is some (omitted) variable that negatively affects bonus amount and that is completely uncorrelated with age. There is some (omitted) variable that positively affects bonus amount and that is negatively correlated with age. There is some (omitted) variable that positively affects bonus amount and that is completely uncorrelated with age.
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