Math Problem Statement
Construct a frequency distribution for the given data set using 6 classes. In the table, include the midpoints, relative frequencies, and cumulative frequencies. Which class has the greatest frequency and which has the least frequency?
188
419
147
400
290
297
196
30
394
532
155
126
468
179
249
127
206 113 135
72 122 380 260 114
405
317
289
206
394
Complete the table, starting with the lowest class limit. Use the minimum data entry as the lower limit of the first class (Type integers or decimals. Round the class limits to the nearest whole number. Round all other values to the nearest thousandth as needed.)
Solution
To construct a frequency distribution table with 6 classes for the given data set, we'll follow these steps:
- Determine the range: Find the difference between the maximum and minimum values.
- Determine the class width: Divide the range by the number of classes and round up.
- Create the classes: Start with the minimum value and add the class width to determine the upper limit of each class.
- Tally the data into classes: Count how many data points fall into each class.
- Calculate midpoints: For each class, find the midpoint by averaging the lower and upper limits.
- Calculate relative frequencies: Divide the frequency of each class by the total number of data points.
- Calculate cumulative frequencies: Add the frequencies of the current class and all previous classes.
Step 1: Determine the Range
- Minimum value = 30
- Maximum value = 532
Step 2: Determine the Class Width
Step 3: Create the Classes
Starting with the minimum value (30), we'll create 6 classes with a width of 84.
Class | Lower Limit | Upper Limit |
---|---|---|
1 | 30 | 113 |
2 | 114 | 197 |
3 | 198 | 281 |
4 | 282 | 365 |
5 | 366 | 449 |
6 | 450 | 533 |
Step 4: Tally the Data
Count how many data points fall into each class.
Step 5: Calculate Midpoints
Step 6: Calculate Relative Frequencies
Step 7: Calculate Cumulative Frequencies
Now let's build the table:
Class | Frequency | Midpoint | Relative Frequency | Cumulative Frequency |
---|---|---|---|---|
30 - 113 | 4 | 71.5 | 0.133 | 4 |
114 - 197 | 10 | 155.5 | 0.333 | 14 |
198 - 281 | 6 | 239.5 | 0.200 | 20 |
282 - 365 | 6 | 323.5 | 0.200 | 26 |
366 - 449 | 7 | 407.5 | 0.233 | 33 |
450 - 533 | 2 | 491.5 | 0.067 | 35 |
- Total Data Points = 35
Final Results:
- Class with the Greatest Frequency: 114 - 197 (Frequency = 10)
- Class with the Least Frequency: 450 - 533 (Frequency = 2)
Would you like more details or have any questions? Here are some related questions you might find helpful:
- How do you interpret the relative frequency of a class?
- What is the significance of cumulative frequency in data analysis?
- Can you describe how the midpoint of a class is used in data analysis?
- How does increasing the number of classes affect the frequency distribution?
- What might cause the frequency of a class to be particularly high or low?
Tip: Always ensure the total of relative frequencies equals 1 (or 100%) to check your calculations.
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Math Problem Analysis
Mathematical Concepts
Statistics
Frequency Distribution
Formulas
-
Theorems
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Suitable Grade Level
Advanced High School
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