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SCENARIO 18-11 a Logistic Regression Model Was Estimated in Order

Question 161

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SCENARIO 18-11 A logistic regression model was estimated in order to predict the probability that a randomly chosen university or college would be a private university using information on mean total Scholastic Aptitude Test score (SAT) at the university or college, the room and board expense measured in thousands of dollars (Room/Brd) , and whether the TOEFL criterion is at least 550 (Toefl550 = 1 if yes, 0 otherwise.) The dependent variable, Y, is school type (Type = 1 if private and 0 otherwise) . The Minitab output is given below: SCENARIO 18-11 A logistic regression model was estimated in order to predict the probability that a randomly chosen university or college would be a private university using information on mean total Scholastic Aptitude Test score (SAT) at the university or college, the room and board expense measured in thousands of dollars (Room/Brd) , and whether the TOEFL criterion is at least 550 (Toefl550 = 1 if yes, 0 otherwise.) The dependent variable, Y, is school type (Type = 1 if private and 0 otherwise) . The Minitab output is given below:   -Referring to Scenario 18-11, which of the following is the correct expression for the estimated model? A) Y =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd B)    7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd C) ln (odds ratio)  =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd D) ln (estimated odds ratio)    7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd
-Referring to Scenario 18-11, which of the following is the correct expression for the estimated model?


A) Y =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd
B) SCENARIO 18-11 A logistic regression model was estimated in order to predict the probability that a randomly chosen university or college would be a private university using information on mean total Scholastic Aptitude Test score (SAT) at the university or college, the room and board expense measured in thousands of dollars (Room/Brd) , and whether the TOEFL criterion is at least 550 (Toefl550 = 1 if yes, 0 otherwise.) The dependent variable, Y, is school type (Type = 1 if private and 0 otherwise) . The Minitab output is given below:   -Referring to Scenario 18-11, which of the following is the correct expression for the estimated model? A) Y =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd B)    7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd C) ln (odds ratio)  =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd D) ln (estimated odds ratio)    7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd 7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd
C) ln (odds ratio) =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd
D) ln (estimated odds ratio) SCENARIO 18-11 A logistic regression model was estimated in order to predict the probability that a randomly chosen university or college would be a private university using information on mean total Scholastic Aptitude Test score (SAT) at the university or college, the room and board expense measured in thousands of dollars (Room/Brd) , and whether the TOEFL criterion is at least 550 (Toefl550 = 1 if yes, 0 otherwise.) The dependent variable, Y, is school type (Type = 1 if private and 0 otherwise) . The Minitab output is given below:   -Referring to Scenario 18-11, which of the following is the correct expression for the estimated model? A) Y =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd B)    7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd C) ln (odds ratio)  =-27.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd D) ln (estimated odds ratio)    7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd 7.118 +0.015 SAT -0.390 Toefl550 +2.078 Room / Brd

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