The fill weights of 6pound boxes of a particular brand of la
The fill weights of 6-pound boxes of a particular brand of laundry soap have historically been normally distributed, with a mean of 6.13 lbs. with a standard deviation of 0.095 lbs. New procedures were put into place, with the goal of reducing the variation. After these procedures were implemented, a random sample of n = 20 containers yielded y = 6.10 and s = 0.065. Using = 0.05, can the company conclude that the new procedures were successful?
Solution
Formulating the null and alternative hypotheses,
Ho: sigma >= 0.095
Ha: sigma < 0.095
As we can see, this is a left tailed test.
Thus, getting the critical chi^2, as alpha = 0.05 ,
alpha = 0.05
df = N - 1 = 19
chi^2 (crit) = 10.11701306
Getting the test statistic, as
s = sample standard deviation = 0.065
sigmao = hypothesized standard deviation = 0.095
n = sample size = 20
Thus, chi^2 = (N - 1)(s/sigmao)^2 = 8.894736842
As chi^2 < chi^2(crit), then we REJECT THE NULL HYPOTHESIS.
Thus, there is significant evidence that the new procedure has less variation; thus, it is successful. [CONCLUSION]
