Suppose that the true relationship between y; and ; is as follows, Yi =B₁ + B₂x₁ + Uj The error term satisfies that E[ui] = 0 and Var(u) = 1. You find another variable zi whose sample correlation with ₂ is equal to -1. Select correct statement(s).

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Suppose that the true relationship between y; and ; is as follows,
Yi = B₁ + B₂xi + Ui
The error term satisfies that E[u₂] = 0 and Var(u) = 1. You find
another variable zi whose sample correlation with x is equal to -1.
Select correct statement(s).
Because the correlation is equal to -1, we have %₁ = -₂.
O If we add z; in the regression model along with ;, R² will be increased.
Adding z; along with in the regression model is not plausible because
of the perfect multicollinearity.
O If we estimate the model y₁ = a₁ + a2%; + e₁, the estimator of a2 will
be equal to -3₂, where B₂ is the OLS estimator of 32
Transcribed Image Text:Suppose that the true relationship between y; and ; is as follows, Yi = B₁ + B₂xi + Ui The error term satisfies that E[u₂] = 0 and Var(u) = 1. You find another variable zi whose sample correlation with x is equal to -1. Select correct statement(s). Because the correlation is equal to -1, we have %₁ = -₂. O If we add z; in the regression model along with ;, R² will be increased. Adding z; along with in the regression model is not plausible because of the perfect multicollinearity. O If we estimate the model y₁ = a₁ + a2%; + e₁, the estimator of a2 will be equal to -3₂, where B₂ is the OLS estimator of 32
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Step 1: Given information

It is given that the relationship between variables yi and xi is

yi = β1 + β2xi + ui 

We have another variable zi whose sample correlation with xi is -1


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