The following data represent petal lengths (in cm) for independent random samples of two species of Iris.
Petal length (in cm) of Iris virginica: x1; n1
= 35
5.1 5.5 6.2 6.1 5.1 5.5 5.3 5.5 6.9 5.0 4.9 6.0 4.8 6.1 5.6 5.1 5.6
4.8 5.4 5.1 5.1 5.9 5.2 5.7 5.4 4.5 6.4 5.3 5.5 6.7 5.7 4.9 4.8 5.8
5.1
Petal length (in cm) of Iris setosa: x2; n2
= 38
1.4 1.6 1.4 1.5 1.5 1.6 1.4 1.1 1.2 1.4 1.7 1.0 1.7 1.9 1.6 1.4 1.5
1.4 1.2 1.3 1.5 1.3 1.6 1.9 1.4 1.6 1.5 1.4 1.6 1.2 1.9 1.5 1.6 1.4
1.3 1.7 1.5 1.5
(a) Use a calculator with mean and standard deviation
keys to calculate x1, s1,
x2, and s2. (Round your answers to two
decimal places.)x1 =s1 =x2
=s2 =
(b) Let μ1 be the population mean for
x1 and let μ2 be the population mean
for x2. Find a 99% confidence interval for
μ1 − μ2. (Round your answers to two decimal
places.)lower limit upper
limit
(c) Explain what the confidence interval means in the context of
this problem. Does the interval consist of numbers that are all
positive? all negative? of different signs? At the 99% level of
confidence, is the population mean petal length of Iris
virginica longer than that of Iris setosa?
Because the interval contains only positive numbers,
we can say that the mean petal length of Iris virginica is
longer.Because the interval contains only negative numbers, we can
say that the mean petal length of Iris virginica is
shorter. Because the interval contains both
positive and negative numbers, we cannot say that the mean petal
length of Iris virginica is longer.
(d) Which distribution did you use? Why?
The standard normal distribution was used because
σ1 and σ2 are unknown.The Student's
t-distribution was used because σ1 and
σ2 are unknown. The standard
normal distribution was used because σ1 and
σ2 are known.The Student's t-distribution was
used because σ1 and σ2 are known.
Do you need information about the petal length distributions? Explain.
Both samples are large, so information about the distributions is not needed.Both samples are small, so information about the distributions is not needed. Both samples are small, so information about the distributions is needed.Both samples are large, so information about the distributions is needed.
Answer:
Given Data
a)
b) 99% Confidence interval for
( t * = 2.6469 , at
The 99% confidence interval is (3.73 , 4.27 )
Lower limit = 3.73
upper limit = 4.2
c) Because the interval contains only positive numbers , we can say that the mean petal length of Iris virginical is longer.
d) The students t - distribution was used because are unknown.
Both samples are large , so information about the distributions is not needed.
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