What is the p-value for this correlation coefficient?        p-value =  (report answer accurate to at least 4 decimal places) Your final conclusion is that... There is insufficient sample evidence to support the claim the there is a correlation between the two variables. There is sufficient sample evidence to support the claim that there is a statistically significant correlation between the two variables.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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You wish to determine if there is a linear correlation between the two variables at a significance level of α=0.005. You have the following bivariate data set.

x y
12.3 29.6
23.6 62.2
19.5 107.5
24 73.1
17.8 -7.6
28.7 38.6
27.5 115.5
31.5 80.1
26.5 30.8
28.2 73.4
2.2 -15.7
23.8 18.8
24.1 81
5.3 37.1
22.6 78.1
21 41.4
23.5 65.9
33.6 52.8
4.6 77.5
31.2 55.9



What is the correlation coefficient for this data set?
       r = 
(report answer accurate to at least 3 decimal places)

To find the p-value for a correlation coefficient, you need to convert to a t-score: t=r⋅√n−2/1−r2 is from a t-distribution with n−2n-2 degrees of freedom.

What is the p-value for this correlation coefficient?
       p-value = 
(report answer accurate to at least 4 decimal places)

Your final conclusion is that...

  • There is insufficient sample evidence to support the claim the there is a correlation between the two variables.
  • There is sufficient sample evidence to support the claim that there is a statistically significant correlation between the two variables.
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