A baseball analyst is looking to see if there is a relationship
between a team's payroll (in millions
of dollars) and the number of losses the team had during the
season. Six randomly selected teams are
shown. Using c = .01, test for correlation between the variables.
E
Team Payroll (X) | 143 | 140 | 81 | 64 | 192 | 164 | |
Losses (Y) | 67 | 75 | 93 | 82 | 75 | 58 | |
XY | |||||||
X2 | |||||||
Y2 |
a) State the hypotheses for this test:
b) Find the critical value of r for c = 0.05
c) Compute the correlation coefficient.
d) What is the decision?
e) Summary statement:
A.
H0: = 0
H1: 0
B.
df = n-2
= 4
Critical r value = 0.811 (using r value table)
C.
So,
r = -0.6857
D.
Since |r| < 0.811
i.e. we fail to reject the null hypothesis.
E.
Hence we can't say that the correlation is significant.
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