The statistical model for simple linear regression has the form  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload ,i = 1,2,…,n.Which of the following statements about this statistical model is/are TRUE?A) The  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload are assumed to be Normally distributed with a mean of 0 and a standard deviation of  .B) The parameters of this model are  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload ,  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload ,and  .C)  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload is the mean response when  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload .D) The  . B) The parameters of this model are , ,and  . C) is the mean response when . D) The ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload ,i = 1,2,…,n are independent.E) All of the above are true.

Question

The statistical model for simple linear regression has the form   . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload > ,i = 1,2,…,n.Which of the following statements about this statistical model is/are TRUE?A) The   . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload > are assumed to be Normally distributed with a mean of 0 and a standard deviation of   .B) The parameters of this model are   . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload > ,  . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload > ,and   .C)    . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload >    is the mean response when   . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload > .D) The   . B) The parameters of this model are   ,   ,and   . C)       is the mean response when   . D) The   ,i = 1,2,…,n are independent. E) All of the above are true. class=answers-bank-image d-inline rel=preload > ,i = 1,2,…,n are independent.E) All of the above are true.

Carlos Vazquez · Accepted Answer

Final Answer : E, Explanation :  A) This is true, as the residuals in a simple linear regression model are assumed to be Normally distributed with a mean of 0 and a standard deviation of σ.B) This is also true, as the parameters in a simple linear regression model are the slope (β1), intercept (β0), and standard deviation (σ) of the error term.C) This is true, as     represents the value of the response variable (Y) when the predictor variable (X) takes on a particular value.D) This is true, as the assumption of independence is necessary for the estimation of the regression parameters to be valid.Therefore, all of the above statements are true.

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