Exam 1

1. Metainformation

   Tag	Value
   file	Inferential_Statistics_vufgb-multiplelinearregression-012-en_vufgb-multiplelinearregression-012-en
   name	vufgb-multiplelinearregression-012-en
   section	Inferential Statistics/Regression/Multiple linear regression, Inferential Statistics/Regression/Equation
   type	schoice
   solution	FALSE, FALSE, FALSE, TRUE
   Type	Conceptual, Case
   Language	English
   Level	Statistical Reasoning

   Question

   Lina is curious about the relationship between extraversion, neuroticism and levels of happiness. All variables were measured by sum scores on validated questionnaires. Based on the estimated regression equation, she plots a figure with three regression lines for the relationship between extraversion and happiness for three different scores of neuroticism. She notes that the three lines differ from each other in both intercept and slope. Which regression equation belongs to this figure?

   
   
   1. FALSE: $\hat{y}= a + bx + bx^{2}$
   2. FALSE: $\hat{y}= a + b_{1}x_{1} + b_{2}x_{2}$
   3. FALSE: $\hat{y}= a + bx_{1} + b_{1}z_{1} + b_{2}z_{2}$
   4. TRUE: $\hat{y}= a + b_{1}x_{1} + b_{2}x_{2}+ b_{3}x_{1}x_{2}$
   
   
   1. Incorrect
   2. Incorrect
   3. Incorrect
   4. Correct