In: Statistics and Probability
Two machines are used for filling glass bottles with a soft-drink beverage. The filling processes have known standard deviations s1=0.010 liter and s2=0.015 liter, respectively. A random sample of n1=25 bottles from machine 1 and n2=20 bottles from machine 2 results in average net contents of x1=2.04 liters and x2=2.07 liters.
(a) Test the hypothesis that both machines fill to the same net contents, using alpha=.05. What are your conclusions?
(b) Find the P-value for this test.
(c) Construct a 95% confidence interval on the difference in mean fill volume.
(a)
H0: Null Hypothesis: (
both machines fill to the same net contents ) (claim)
HA: Alternative Hypothesis: ( both machines do not fill to the same net contents ) (claim)
n1 = 25
1 = 2.04
s1 = 0.010
n2 = 20
2 = 2.07
s2 = 0.015
Pooled standard deviation (sP) is given by:
Test Statistic is given by:
t = (2.04 - 2.07)/0.00375
= - 8.00
= 0.05
ndf = n1 + n2 - 2 = 25 + 20 - 2 = 43
From Table, critical values of t = 2.0167
Since calculated value of t = - 8.00 is less than critical value of t = - 2.0167, the difference is significant. Reject null hypothesis.
Conclusion:
The data do not support the claim that both machines fill to the
same net contents.
(b)
By Technology, P - value = 0.0000
(c)
Confidence interval:
(2.04 - 2.07) (2.0167 X 0.00375)
= - 0.03 0.0076
= ( - 0.0376 ,- 0.0224)
Confidence Interval:
- 0.0376 < < - 0.0224