In: Statistics and Probability
A golf association requires that golf balls have a diameter that is 1.68 inches. To determine if golf balls conform to the standard, a random sample of golf balls was selected. Their diameters are shown in the accompanying data table. Do the golf balls conform to the standards? Use the alphaαequals=0.01 level of significance.
Diameter_(in.)
1.683
1.686
1.684
1.685
1.676
1.677
1.685
1.682
1.681
1.686
1.673
1.674
First determine the appropriate hypotheses.
Now find the test statistic t 0 This can be found using technology or the formula below, where x overbarx is the sample mean, mu 0μ0 is the hypothesized mean, s is the sample standard deviation, n is the sample size, and the test statistic follows Student's t-distribution with n−1 degrees of freedom.
Find the P-value for this hypothesis test. Identify the P-value from your technology output, rounding to three decimal places.
The null and alternative hypothesis
Test statistic is
=0.73
degrees of freedom = n-1=12-1=11
P value =0.483
Note : This is a two tailed test ( as alternative hypothesis is ) , we find two tailed P value using excel
"=T.DIST.2T(M13,11)"
Since P value > 0.01 ( significance level)
we fail to reject H0
There is not sufficient evidence to conclude that diameter is different from 1.68 inches .
Calculation
x | (x-)2 | |
1.683 | 0.000004 | |
1.686 | 0.000025 | |
1.684 | 0.000009 | |
1.685 | 0.000016 | |
1.676 | 0.000025 | |
1.677 | 0.000016 | |
1.685 | 0.000016 | |
1.682 | 0.000001 | |
1.681 | 0.000000 | |
1.686 | 0.000025 | |
1.673 | 0.000064 | |
1.674 | 0.000049 | |
sum/ss | 20.172 | 0.000250 |
1.681 | ||
s2 | 0.000023 | |
s | 0.004767313 |