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 z=1.68z = -1.68 under a two-tailed test, we use the standard normal distribution (Z-distribution).

First, find the cumulative probability corresponding to z=1.68z = -1.68 from the Z-table or using a statistical tool.

Using a Z-table or a calculator:

  • The cumulative probability for z=1.68z = -1.68 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: 2×0.0465=0.09302 \times 0.0465 = 0.0930.

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:

  1. How do you use a Z-table to find p-values?
  2. What are the steps to perform a Z-test?
  3. When should you use a Z-test instead of a t-test?
  4. What does it mean if the p-value is greater than the significance level?
  5. 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