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Midterm Exam 2 Review (Nonadaptive) Question 7 of 16 (1 point)|Question Attempt: 2 of Unlimited
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Question 7 Suppose that χ2 follows a chi-square distribution with 21 degrees of freedom. Use the ALEKS calculator to answer the following. (a) Compute P≤15≤χ229. Round your answer to at least three decimal places.
=P≤15≤χ229 (b) Find k such that =P>χ2k0.025. Round your answer to at least two decimal places.
=k
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Solution
Let's break down the two parts of your question:
Part (a)
You are asked to find the probability: where follows a chi-square distribution with 21 degrees of freedom.
- To solve this, we need to find the cumulative probability at and subtract the cumulative probability at .
- Use a chi-square cumulative distribution table, a statistical calculator, or the ALEKS calculator:
- First, compute for 21 degrees of freedom.
- Then, compute for 21 degrees of freedom.
- Finally, subtract the two values to get .
Part (b)
You are asked to find such that: for 21 degrees of freedom.
- This involves finding the value of such that the upper tail probability is 0.025.
- This is the chi-square critical value for the 0.025 upper tail and 21 degrees of freedom.
- Use a chi-square distribution table or the ALEKS calculator to find the value of . This is typically done using the inverse chi-square function.
Would you like help with the specific steps using an example of the calculations or additional details?
Here are 5 related questions for more practice:
- What is the probability for a chi-square distribution with 21 degrees of freedom?
- How does changing the degrees of freedom affect the shape of the chi-square distribution?
- How do you find a chi-square critical value for a given confidence level?
- What is the difference between the cumulative distribution function and the probability density function for chi-square?
- How do you compute a confidence interval using the chi-square distribution?
Tip: In hypothesis testing, chi-square distribution is often used for tests involving variance or goodness-of-fit. Understanding the tail probabilities is crucial for setting up critical regions for your tests.
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Math Problem Analysis
Mathematical Concepts
Probability
Chi-Square Distribution
Cumulative Probability
Critical Value
Formulas
P(a ≤ χ² ≤ b) = P(χ² ≤ b) - P(χ² ≤ a)
P(χ² > k) = 0.025
Theorems
Chi-Square Distribution Theorem
Cumulative Distribution Function
Inverse Chi-Square Function
Suitable Grade Level
College-level Statistics
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