Math Problem Statement
Solution
To estimate the median using interpolation from the grouped data, we need to follow these steps:
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Find the median class: Since the total frequency (number of animals) is 60, the median will be in the class that contains the -th animal.
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Calculate cumulative frequencies: We will sum the frequencies to determine where the 30th animal lies:
- Cumulative frequency up to the first class:
- Cumulative frequency up to the second class:
- Cumulative frequency up to the third class:
So, the 30th animal lies in the third class interval , since the cumulative frequency reaches 32 after this class.
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Apply the interpolation formula: The formula for estimating the median in a grouped frequency table is:
Where:
- (the lower boundary of the median class),
- (the total frequency),
- (the cumulative frequency before the median class),
- (the frequency of the median class),
- (the width of the median class).
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Substitute values into the formula:
Thus, the estimated median is 88.9 cm, correct to 1 decimal place.
Would you like more details on any step? Here are 5 related questions to expand this topic:
- How would the interpolation method change if the total frequency were an odd number?
- Why do we use cumulative frequency to determine the median class?
- How does the size of the class interval () affect the median estimate?
- Can the median be outside the boundaries of the median class? Why or why not?
- What is the difference between estimating the median from grouped data versus raw data?
Tip: Always ensure the cumulative frequency is correctly calculated to avoid errors in identifying the median class.
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Math Problem Analysis
Mathematical Concepts
Statistics
Grouped Data
Median Estimation
Interpolation
Formulas
Median = L + ((n/2 - F)/f) * h
Where L = lower boundary of median class, F = cumulative frequency before the median class, f = frequency of the median class, h = width of the median class
Theorems
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Suitable Grade Level
Grades 10-12