6. Assumption MLR.5 (Homoskedasticity) Suppose you are interested in using the following multiple regression model to study the relationship between y and I1, I2, I3, . .. , IĘ: y = Bo+ B121+ B,I2 +...


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6. Assumption MLR.5 (Homoskedasticity)<br>Suppose you are interested in using the following multiple regression model to study the relationship between y and I1, I2, I3, . .. , IĘ:<br>y = Bo+ B121+ B,I2 + B3¤3 +• · ·+IL +u<br>Though impossible to observe in reality, suppose you are able to gather a scatter plot of the variance of the error term, Var (u|r2, I3, ... „Zt),<br>against the first explanatory variable I1, holding all other explanatory variables constant. This scatter plot is shown on the following graph:<br>Note: Var (u| 12, I3, ..., Ik) is denoted as Var (u/z) on the vertical axis of the graph.<br>x1<br>True or False: Given the scatter plot, there is evidence to suggest the model suffers from heteroskedasticity.<br>True<br>O False<br>(zln)ieA<br>

Extracted text: 6. Assumption MLR.5 (Homoskedasticity) Suppose you are interested in using the following multiple regression model to study the relationship between y and I1, I2, I3, . .. , IĘ: y = Bo+ B121+ B,I2 + B3¤3 +• · ·+IL +u Though impossible to observe in reality, suppose you are able to gather a scatter plot of the variance of the error term, Var (u|r2, I3, ... „Zt), against the first explanatory variable I1, holding all other explanatory variables constant. This scatter plot is shown on the following graph: Note: Var (u| 12, I3, ..., Ik) is denoted as Var (u/z) on the vertical axis of the graph. x1 True or False: Given the scatter plot, there is evidence to suggest the model suffers from heteroskedasticity. True O False (zln)ieA

Jun 07, 2022
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