As part of a study at a large university, data were collected on n = 224 freshmen computer
science (CS)majors in a particular year. The researchers were interested in modeling y, a
studentʹs grade point average (GPA)after three semesters, as a function of the following independent variables (recorded at the time the students enrolled in the university): $x _ { 1 } =$ average high school grade in mathematics (HS
M) $x _ { 2 } =$ average high school grade in science (HS
S) $x _ { 3 } =$ average high school grade in English (HS
E) $x _ { 4 } =$ SAT mathematics score (SAT
M) $x _ { 5 } =$ SAT verbal score (SAT
V) A first-order model was fit to the data with the following results:

Question

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The Answer of As part of a study at a large university, data were collected on n = 224 freshmen computer
science (CS)majors in a particular year. The researchers were interested in modeling y, a
studentʹs grade point average (GPA)after three semesters, as a function of the following independent variables (recorded at the time the students enrolled in the university): $x _ { 1 } =$ average high school grade in mathematics (HS
M) $x _ { 2 } =$ average high school grade in science (HS
S) $x _ { 3 } =$ average high school grade in English (HS
E) $x _ { 4 } =$ SAT mathematics score (SAT
M) $x _ { 5 } =$ SAT verbal score (SAT
V) A first-order model was fit to the data with the following results:

As Part of a Study at a Large University, Data x1=x _ { 1 } =x1​=

As Part of a Study at a Large University, Data $x _ { 1 } =$