Math Problem Statement
Find the median of the following: x 10-20 20-30 30-40 40-50 50-60 60-70 70-80 frequency 12 30 34 65 45 5 18\
Solution
To find the median of a frequency distribution, we first need to follow these steps:
Steps to Calculate the Median:
- Identify the cumulative frequency to locate the median class.
- Determine the total number of observations.
- Find the median class.
- Use the formula for the median for grouped data.
Step 1: Create a cumulative frequency table.
Class Interval | Frequency (f) | Cumulative Frequency (CF) |
---|---|---|
10-20 | 12 | 12 |
20-30 | 30 | 12 + 30 = 42 |
30-40 | 34 | 42 + 34 = 76 |
40-50 | 65 | 76 + 65 = 141 |
50-60 | 45 | 141 + 45 = 186 |
60-70 | 5 | 186 + 5 = 191 |
70-80 | 18 | 191 + 18 = 209 |
Step 2: Calculate the total number of observations.
The total number of observations, .
Step 3: Find the median class.
The median is located at the -th observation. So, . The cumulative frequency just greater than 104.5 is 141, which corresponds to the class interval 40-50. This is the median class.
Step 4: Apply the median formula for grouped data.
The formula for the median is:
Where:
- (lower boundary of the median class),
- ,
- (cumulative frequency of the class preceding the median class),
- (frequency of the median class),
- (class width).
Now, substitute the values into the formula:
Final Answer:
The median of the data is approximately 44.39.
Would you like more details on this process or have any questions?
Here are 5 questions related to the concept of finding the median:
- How is the cumulative frequency table constructed?
- What is the difference between grouped and ungrouped data when finding the median?
- Can the median class change if the frequency distribution is adjusted slightly?
- Why do we use the lower boundary of the median class in the formula?
- How would the median be affected if we increased the class width?
Tip: Always ensure you identify the median class correctly by checking the cumulative frequencies carefully.
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Math Problem Analysis
Mathematical Concepts
Statistics
Median
Cumulative Frequency
Grouped Data
Formulas
Median = L + ((N/2 - CF) / f) * h
Theorems
Median Formula for Grouped Data
Suitable Grade Level
Grades 9-12
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