Math Problem Statement
Suppose that in a random selection of
100
colored candies,
27
%
of them are blue. The candy company claims that the percentage of blue candies is equal to
28
%.
Use a
0.05
significance level to test that claim.
Question content area bottom
Part 1
Identify the null and alternative hypotheses for this test. Choose the correct answer below.
Solution
To test the claim that the percentage of blue candies is equal to 28%, we need to set up the null hypothesis () and the alternative hypothesis ().
Here’s how the hypotheses are structured:
-
Null Hypothesis (): The candy company's claim is correct, so the percentage of blue candies is 28%. In statistical terms, this is:
-
Alternative Hypothesis (): The percentage of blue candies is not 28%. This is a two-tailed test because we are testing whether the true percentage differs from 28% in either direction. In statistical terms, this is:
Answer:
The correct hypotheses are:
Do you want more details on the steps for conducting the test? Here are some follow-up questions to expand on this:
- What is the test statistic used to perform this hypothesis test?
- How do we calculate the sample proportion for this test?
- How do we determine the critical value for a 0.05 significance level?
- What is the conclusion if the test statistic falls within the critical region?
- How do we interpret a p-value in the context of hypothesis testing?
Tip: Always clearly define your null and alternative hypotheses before conducting any statistical test.
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Math Problem Analysis
Mathematical Concepts
Hypothesis Testing
Proportion Testing
Statistics
Formulas
Test statistic for proportion: z = (p̂ - p₀) / √[p₀(1 - p₀) / n]
Theorems
Central Limit Theorem
Normal Approximation to Binomial Distribution
Suitable Grade Level
College level or Advanced High School Statistics
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