Math Problem Statement
Now, suppose you are testing a new set of hypotheses:
H 0 : π
0.24
H
0
:π=0.24 vs
H
a
:
π
≠
0.24
H
a
:π
=0.24
After checking the necessary assumptions and collecting your data, you compute a z-test statistic of z
1.8 z=1.8. What is the associated p-value?
Choice 1 of 4:0.7257
Choice 2 of 4:0.0668
Choice 3 of 4:0.9332
Choice 4 of 4:None of these
Solution
To find the associated p-value, follow these steps:
-
Identify the test type:
This is a two-tailed hypothesis test because the alternative hypothesis is . -
Find the p-value for a standard normal distribution:
The p-value is calculated as: -
Look up in the standard normal table:
The probability that is less than 1.8 is:Therefore, the probability that is greater than 1.8 is:
-
Compute the two-tailed p-value:
-
Compare with answer choices:
The closest option is not listed exactly, but 0.0668 is the closest.
Answer:
Choice 2 of 4: 0.0668.
Do you want a more detailed explanation?
Here are 5 related questions:
- How do you interpret a p-value in hypothesis testing?
- What does a two-tailed test mean in hypothesis testing?
- How do you determine significance using a p-value and alpha level?
- How do you calculate a z-test statistic from sample data?
- What are the assumptions needed for a z-test to be valid?
Tip: When performing a hypothesis test, always check if it's one-tailed or two-tailed to correctly calculate the p-value!
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Math Problem Analysis
Mathematical Concepts
Hypothesis Testing
Z-Test
Probability
Formulas
p = 2 * P(Z > |z|)
P(Z > z) = 1 - P(Z < z)
Theorems
Central Limit Theorem
Standard Normal Distribution Properties
Suitable Grade Level
Undergraduate Level (Statistics)
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