Math Problem Statement
Some manufacturers claim that non-hybrid sedan cars have a lower mean miles-per-gallon (mpg) than hybrid ones. Suppose that consumers test 256 hybrid sedans and get a mean of 28 mpg with a standard deviation of 4.25 mpg. Also, 246 non-hybrid sedans get a mean of 27 mpg with a standard deviation of 6.5 mpg. Suppose that both populations are known to be normal distributed.
Conduct a hypothesis test to evaluate the manufacturers' claim. Test at a 7% level of significance.
Let population 1 denote non-hybrids and population 2 denote hybrids.
(a) H0 : μ1
μ2
(b) Ha : μ1
μ2
(c) In words, state what your random variable represents.
The random variable is the
miles per gallon of non-hybrid sedans and hybrid sedans.
(d) Select the distribution to use for the test.
Xˉ1−Xˉ2∼N[μ1−μ2,σ]
Xˉ1−Xˉ2∼N[μ,σ]
tdf
Xˉ∼N[μ,σ]
Xˉ1−Xˉ2∼N[σ,μ]
(e) What is the test statistic?
Round your answer to three decimal places
Solution
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Math Problem Analysis
Mathematical Concepts
Hypothesis Testing
Normal Distribution
Sampling Distributions
Formulas
z-test formula
Theorems
-
Suitable Grade Level
Advanced High School
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