Homework: One researcher posited that chemistry understanding is dependent on understanding mathematics. They conducted an experiment examining mathematics understanding of a certain topic (on a scale of 8) and the related chemistry understanding (on a scale of 8) and found the following data. |Mathematics | Chemistry 6.5 4.5 6 4 7 5 5 3.5 a. Conduct linear regression by hand to find a best fit line for the data. b. Calculate the correlation coefficient for the line by hand. Interpret results.
Homework: One researcher posited that chemistry understanding is dependent on understanding mathematics. They conducted an experiment examining mathematics understanding of a certain topic (on a scale of 8) and the related chemistry understanding (on a scale of 8) and found the following data. |Mathematics | Chemistry 6.5 4.5 6 4 7 5 5 3.5 a. Conduct linear regression by hand to find a best fit line for the data. b. Calculate the correlation coefficient for the line by hand. Interpret results.
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.5: Correlation And Causation
Problem 13PPS
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Expert Solution
Step 1
(a)
Obtain the value of b(slope)
The value of slope is obtained below as follows:
The value of x is obtained below:
From the information, given that
Thus, the value of x is 5.3
Obtain the value of y.
The value of y is obtained below:
The required value is,
Thus, the value of y is 5.4
Thus, the value of b is 0.6953.
Obtain the value of a
The value of a is obtained below:
The formula to obtain a is,
Thus, the value of a is 1.7148.
Thus, the required regression equation is,
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