In: Statistics and Probability
A horseshoe for horseshoe pitching should not weigh less than 2.625 pounds. In a sample of 28 horseshoes. the average weight is 2.48 pounds with a sample standard deviation of 0.3 pounds. We wish to test H0: mu equals 2.625 against HA: mu space less than space 2.625 at alpha space equals space 0.05. You may assume the distribution of weights is approximately normal.
a) Are the hypotheses being tested right-tailed, left-tailed, or two-tailed?
b) Determine the value of the test statistic from the given data. Show your work for partial credit.
c) Determine the critical value (or p-value) for this test.
d) What do you conclude about the average weight of the population of horseshoes?
Solution:
a)
This is a left-tailed test.
b)
The test statistics,
t =( - )/ (s /n)
= ( 2.48 - 2.625 ) / ( 0.3 / 28 )
= -2.558
c)
Critical value of the significance level is α = 0.05, and the critical value for a left-tailed test is
= -1.703
d)
Since it is observed that t = -2.558 < = -1.703, it is then concluded that the null hypothesis is rejected.
There is sufficient evidence to claim that the horseshoe for horseshoe pitching should not weigh less than 2.625 pounds.