Math Problem Statement
Solution
To complete the tables in your image, let's solve for the missing values A (observed count) and B (expected count). I’ll walk you through the process step-by-step.
Step 1: Solve for A (Observed Count)
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A is the missing observed count for sassafras in the second column (16–21 age group).
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We know that the sum for that column is 35, and we already have:
- Blackwood: 14
- Sassafras: A
- Total sum: 35
Therefore:
So, A = 21.
Step 2: Solve for B (Expected Count)
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B is the missing expected count for blackwood in the fourth column (more than 26 age group).
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We use the expected value formula:
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For blackwood in the 4th column:
- Row total for blackwood: 58
- Column total for the 4th column: 34
- Grand total: 127
Therefore:
So, B ≈ 15.528.
Step 3: Fill the Chi-Squared Table
The chi-squared value for each cell is: where is the observed value and is the expected value.
Let’s calculate the missing chi-squared values:
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Blackwood, 4th column (more than 26):
- ,
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Sassafras, 2nd column (16–21):
- ,
Summary of Solutions:
- A = 21 (observed count for sassafras in the 16–21 group)
- B ≈ 15.528 (expected count for blackwood in the more than 26 group)
Would you like further details or calculations? Here are some follow-up questions:
- How is the chi-squared value interpreted in hypothesis testing?
- What is the significance level (alpha) typically used for chi-squared tests?
- How do degrees of freedom affect the chi-squared distribution?
- What are the assumptions of the chi-squared test for independence?
- How would the results change if the observed and expected counts were closer?
Tip: For chi-squared tests, always ensure all expected values are sufficiently large (at least 5) to ensure validity.
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Math Problem Analysis
Mathematical Concepts
Chi-Squared Test
Expected and Observed Frequencies
Statistics
Formulas
A = 35 - 14
B = (Row Total * Column Total) / Grand Total
χ² = (O - E)² / E
Theorems
Chi-Squared Test of Independence
Suitable Grade Level
University Level (Statistics or Data Analysis)
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