Math Problem Statement
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Part 1
The test statistic of zequals1.06 is obtained when testing the claim that pgreater than0.5.
a. Identify the hypothesis test as being two-tailed, left-tailed, or right-tailed.
b. Find the P-value.
c. Using a significance level of alphaequals0.10, should we reject Upper H 0 or should we fail to reject Upper H 0?
Solution
Let's work through each part of this hypothesis test.
Part (a): Identifying the Type of Hypothesis Test
Since the claim is that , we are testing if the population proportion is greater than 0.5. This indicates a right-tailed test, as we are only interested in values greater than 0.5, which are on the right side of the distribution.
Part (b): Finding the P-value
To find the -value, we will use the test statistic .
Since this is a right-tailed test, we will look for the probability that :
- Using a standard normal table or a calculator, the -value for is approximately .
Therefore, the -value is .
Part (c): Decision Based on Significance Level
With :
- We compare the -value () to ().
- Since , we fail to reject (the null hypothesis).
Summary of Answers
- (a) This is a right-tailed test.
- (b) The -value is approximately .
- (c) At , we fail to reject .
Would you like more details on any part of the solution?
Here are five related questions to deepen understanding:
- How does changing the significance level affect the hypothesis test decision?
- What are the steps to calculate a -score for proportions?
- How would the -value change if this were a two-tailed test?
- What does it mean to "fail to reject" the null hypothesis in practical terms?
- How is the direction of a hypothesis test determined?
Tip: Remember, the direction (left, right, or two-tailed) of a hypothesis test is defined by the alternative hypothesis.
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Math Problem Analysis
Mathematical Concepts
Hypothesis Testing
Normal Distribution
P-value Calculation
Significance Level
Formulas
P-value calculation using z-scores for normal distribution
Theorems
Central Limit Theorem
Normal Approximation for Proportions
Suitable Grade Level
Grades 11-12
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