Math Problem Statement
Solution
To determine which graph has the least standard deviation among the scores of students , we need to find the graph where the scores are most consistent (closer to the mean).
Steps to Analyze the Graphs
- Standard deviation measures how spread out the values are from the mean. A smaller spread leads to a lower standard deviation.
- Look at the graphs:
- If the heights of the bars (scores) are close to each other, the standard deviation will be smaller.
- If there are bars with extreme heights (higher variability), the standard deviation will be larger.
Observing the Graphs
- Exam 1: The scores for all students seem to be close together, mostly within the range of 70–80.
- Exam 4: There is significant variability. Some scores are at 70, while others are at 100.
- Exam 3: The scores are widely spread, with a mix of very high (100) and low (70) scores.
- Exam 2: Similar to Exam 3, there is visible variability, with some bars higher (close to 100) and others lower (70).
Conclusion
The Exam 1 graph has the least standard deviation because the scores are the most consistent, all clustered closely between 70 and 80.
Let me know if you need further clarification or a detailed explanation of standard deviation.
Related Questions:
- What is the formula for standard deviation, and how is it calculated?
- Why is standard deviation a better measure of spread than range?
- How would the mean and median scores compare for each exam?
- What happens to standard deviation if all scores increase by the same amount?
- Can you calculate the actual standard deviation for any of these exams?
Tip:
When analyzing variability in data, always focus on how close the values are to the mean. Smaller variability means less spread and a lower standard deviation.
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Math Problem Analysis
Mathematical Concepts
Statistics
Standard Deviation
Data Distribution
Formulas
Standard Deviation Formula: σ = sqrt(Σ(xi - μ)^2 / N)
Theorems
Properties of Standard Deviation
Suitable Grade Level
Grades 8-10
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