4. A runner was tested on a treadmill. During the test, his speed x (in km/h) and his hear rate y were measured. The results are shown in the table. y 122 132 145 161 178 190 x 8 10 12 14 16 18 (a) Test for the significance of regression using the analysis of variance with a = 0.05. Find the P-value for this test. Can you conclude that the model specifies a useful linea relationship between these two variables? (b) Estimate ². (c) Estimate the standard error of the slope and intercept in this model.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
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Chapter4: Equations Of Linear Functions
Section4.6: Regression And Median-fit Lines
Problem 6PPS
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4. A runner was tested on a treadmill. During the test, his speed x (in km/h) and his heart
rate y were measured. The results are shown in the table.
y 122 132 145 161 178 190
x 8
10 12 14 16 18
(a) Test for the significance of regression using the analysis of variance with a = 0.05.
Find the P-value for this test. Can you conclude that the model specifies a useful linear
relationship between these two variables?
(b) Estimate ².
(c) Estimate the standard error of the slope and intercept in this model.
(d) Test the hypothesis that the increase in the speed of 1 km/h results in the runner's
heart rate average increase of 7 points at a = 0.05. Suppose that the alternative
hypothesis is that the average increase of the runner's heart rate in this situation does
not equal 7 points.
Transcribed Image Text:4. A runner was tested on a treadmill. During the test, his speed x (in km/h) and his heart rate y were measured. The results are shown in the table. y 122 132 145 161 178 190 x 8 10 12 14 16 18 (a) Test for the significance of regression using the analysis of variance with a = 0.05. Find the P-value for this test. Can you conclude that the model specifies a useful linear relationship between these two variables? (b) Estimate ². (c) Estimate the standard error of the slope and intercept in this model. (d) Test the hypothesis that the increase in the speed of 1 km/h results in the runner's heart rate average increase of 7 points at a = 0.05. Suppose that the alternative hypothesis is that the average increase of the runner's heart rate in this situation does not equal 7 points.
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