Math Problem Statement
The test statistic of
zequals
1.83
is obtained when testing the claim that
pgreater than
0.3.
Find the P-value.
Solution
To find the P-value, let's walk through the process step by step, given that we have:
- The test statistic
- We are testing the claim that , which is a right-tailed test.
Step 1: Understand the context
For a right-tailed test, the P-value is the probability that the test statistic is greater than or equal to the observed value under the null hypothesis.
Step 2: Use the z-distribution
We can find the P-value by looking at the standard normal distribution (z-distribution). The P-value is the area to the right of the z-score .
Step 3: Look up or compute the P-value
From standard normal distribution tables, or by using a calculator, the cumulative probability (area to the left) for is approximately 0.9664.
Since this is a right-tailed test, the P-value is:
Final Answer:
The P-value is approximately 0.0336.
Conclusion:
- If your significance level is 0.05, you would reject the null hypothesis because the P-value (0.0336) is less than .
Would you like any further clarification on how this was computed?
5 Related Questions:
- How does the P-value relate to the significance level in hypothesis testing?
- What is the difference between a right-tailed and left-tailed test?
- How do you interpret the result if the P-value is greater than the significance level?
- What is the relationship between the test statistic and the P-value?
- How can the normal distribution table be used for finding probabilities?
Tip:
Always compare the P-value with the significance level to make a decision on the null hypothesis in hypothesis testing.
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Math Problem Analysis
Mathematical Concepts
Hypothesis Testing
Probability
Z-Distribution
Formulas
P-value = 1 - P(Z ≤ z)
Cumulative probability for Z-score
Theorems
Central Limit Theorem
Normal Distribution
Suitable Grade Level
College Level (Statistics)
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