Math Problem Statement
the z-test statistic is z=-1.68 what is the p value?
Solution
To find the p-value for the given test statistic under a two-tailed test, we use the standard normal distribution (Z-distribution).
First, find the cumulative probability corresponding to from the Z-table or using a statistical tool.
Using a Z-table or a calculator:
- The cumulative probability for is approximately 0.0465.
Since it's a two-tailed test, we need to consider both tails:
- For the negative side, the probability is 0.0465.
- For the two-tailed test, we double this value: .
Therefore, the p-value is approximately 0.0930.
Would you like more details or have any questions?
Here are 5 questions you might ask next:
- How do you use a Z-table to find p-values?
- What are the steps to perform a Z-test?
- When should you use a Z-test instead of a t-test?
- What does it mean if the p-value is greater than the significance level?
- How can you use software to find p-values more quickly?
Tip: Always check whether your hypothesis test is one-tailed or two-tailed before calculating the p-value, as it affects how you interpret the cumulative probabilities.
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Math Problem Analysis
Mathematical Concepts
Z-test
Normal distribution
Statistical hypothesis testing
Formulas
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Theorems
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Suitable Grade Level
Advanced High School and Above