In: Statistics and Probability
Question 36
Assuming potato chip bag fill weights are normally distributed, consider a new random sample of n=5 fill weights. Do NOT use any prior mean and standard deviation assumptions. The new study fill weight data values are:
7.5 8.1 9.2 7.8 8.4
Test the null hypothesis that the population mean is 7.5 vs. the alternative that the population mean is GREATER than 7.5 oz. Use the 0.05 significance level.
Enter the P-VALUE.
Enter the Critical Value from the appropriate book table for the above test of hypothesis. Use a 0.05 significance level
What is the conclusion of the above test? Use a 0.05 significance level. Enter 3 CAPITAL LETTERS:
REJ - Reject H0 in favor of H1
FTR - Fail to Reject H0
H0: Null Hypothesis: = 7.5
HA: Alternative Hypothesis: 7.5
From the given data, the following statistics are calculated:
n = 5
= 41/5 = 8.2
s= 0.6519
SE = s/
= 0.6519/ = 0.2915
Test statistic is given by:
t = (8.2 - 7.5)/0.2915 = 2.4011
= 0.05
ndf = n - 1 = 5 - 1 = 4
One Tail - Right Side Test
From Table, critical value of T = 2.1318
Since calculated value of t = 2.4011 is greater than critical value of t = 2.1318, the difference is significant. Reject null hypothesis.
Conclusion:
The data support the claim that the population mean is greater than 7.5 oz.
t score = 2.4011
ndf = 4
By Technology,P - Value = 0.0371
Since P - Value is less than = 0.05, the difference is significant. Reject null hypothesis.
Conclusion:
The data support the claim that the population mean is greater than 7.5 oz.
Correct option:
REJ - Reject H0 in favor of H1