The health of the bear population in Yellowstone National Park
is monitored by periodic measurements taken from anesthetized
bears. A sample of 37 bears has a mean weight of 189.1 lb. At α = .02, can it be concluded that the average weight of a bear in Yellowstone National Park is different from 187 lb? Note that the standard deviation of the weight of a bear is known to be 8.2 lb. |
(a) | Find the value of the test statistic for the above hypothesis. |
(b) | Find the critical value. |
(c) | Find the p-value. |
(d) | What is the correct way to draw a conclusion regarding the
above hypothesis test? |
a)
H0: = 187
Ha: 187
This is two tailed test.
Test statistics
z = ( - ) / ( / sqrt(n) )
= ( 189.1 - 187) / ( 8.2 / sqrt ( 37) )
= 1.56
b)
From Z table,
Critical value at 0.02 significance level = 2.326
c)
p-value = 2 * P(Z > z)
= 2 * P(Z > 1.56)
= 2 * 0.0594
= 0.1188
Decision = Since p-value > 0.02 level, We fail to reject H0.
d)
Conclusion - We conclude at 0.02 level that we fail to support the claim that the average weight of a
bear in Yellowstone National Park is different from 187 lb
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