Math Problem Statement
Solution
To solve this problem, we need to complete the table and conduct a chi-square test to determine if the observed results significantly differ from the expected results.
Step-by-Step Solution:
-
Calculate Differences (o - e):
- For AA:
- For A:
- For B:
-
Square of Differences :
- For AA:
- For A:
- For B:
-
Calculation:
- For AA:
- For A:
- For B:
-
Sum :
- Add up the values in the column:
Degrees of Freedom:
- Since there are 3 categories, the degrees of freedom .
Chi-Square Critical Value:
- For and , the critical value from the chi-square table is .
Decision:
- Compare the calculated chi-square value (11.43) with the critical value (5.99).
- Since , we reject the null hypothesis.
Final Answer:
Would you like more details on any step, or do you have further questions?
Here are five follow-up questions related to this topic:
- What would happen if the observed values were closer to the expected values?
- How would you interpret a situation where the chi-square value is less than the critical value?
- How do degrees of freedom affect the chi-square test?
- What are other common uses of the chi-square test besides goodness of fit?
- How would the conclusion change if we used a different significance level, such as ?
Tip: When interpreting chi-square results, always compare your calculated chi-square value with the critical value for your chosen significance level and degrees of freedom.
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Math Problem Analysis
Mathematical Concepts
Chi-Square Test
Hypothesis Testing
Formulas
Chi-square formula: χ² = Σ((o - e)² / e)
Theorems
Chi-square goodness of fit test
Suitable Grade Level
Grades 10-12
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