A consumer products company is formulating a new shampoo and
A consumer products company is formulating a new shampoo and is interested in foam height (in millimeters). Foam height is approximately normally distributed and has a standard deviation of 20 millimeters. The company wished to test H0: = 175 against H1: > 175 millimeters, using the results of n =10 samples.
1) If the sample data result in = 190 millimeters, find the value for the test statistic z0.
Round the final answer to two decimal places (e.g. 98.76)
2)How \"unusual\" is the sample value = 190 if the true mean is really 175? That is, what is the probability you would observe a sample average as large as 190 millimeters (or larger), if the true mean foam height was really 175 millimeters?
Solution
1.
Formulating the null and alternative hypotheses,
Ho: u <= 175
Ha: u > 175
As we can see, this is a right tailed test.
Getting the test statistic, as
X = sample mean = 190
uo = hypothesized mean = 175
n = sample size = 10
s = standard deviation = 20
Thus, z = (X - uo) * sqrt(n) / s = 2.37 [ANSWER]
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2)
Using table/technology, the right tailed area of this z score is
p = 0.008853033 [ANSWER]
