Math Problem Statement
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Solution
The image you provided contains a mathematical exercise about percentiles. Let's go through an assessment of the solution presented.
Problem Overview
The task is to find the 20th percentile for the given dataset:
The exercise involves using a formula to calculate percentiles:
Formula:
Where:
- is the position of the -th percentile,
- is the desired percentile (in this case, 20th percentile),
- is the number of data points.
Steps Taken in the Solution:
-
Order the Data:
The data should be arranged in ascending order. The ordered dataset is: This is correctly noted. -
Calculate :
Using the formula for the 20th percentile: This is the 2nd position in the ordered dataset. -
Locate the 20th Percentile:
The 2nd value in the ordered dataset is 20, so the 20th percentile is 20. -
Interpretation:
The solution interprets that 20% of teachers in the CES dataset are 20 years old or younger, while 80% are older.
Assessment of the Work:
-
Correctness: The solution is accurate in both the formula application and the data ordering. The final percentile calculation and its interpretation are correct.
-
Presentation: The steps are clearly organized with proper use of the formula, and the interpretation is straightforward.
-
Improvements:
- It could be beneficial to provide a more general explanation of percentiles for clarity.
- The formula could include some context for why the "n+1" adjustment is used (though it is standard in percentile calculations).
Overall, the solution is complete and correctly solves the problem.
Would you like any additional details or explanations? Here are 5 follow-up questions to further explore the concept:
- How would the calculation change if we wanted to find the 90th percentile?
- Can you explain why we add 1 to the number of data points in the formula?
- How would the interpretation change if the dataset were about ages in a different context, such as students?
- What does it mean if a data point lies in the 50th percentile?
- How would we estimate a percentile if the result of was not a whole number?
Tip: When working with percentiles, always ensure your data is ordered properly, as the entire process relies on the relative positioning of values!
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Math Problem Analysis
Mathematical Concepts
Statistics
Percentiles
Formulas
Percentile Position Formula: P_k = (k/100) * (n + 1)
Theorems
-
Suitable Grade Level
Grades 9-12
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