The problem requires us to calculate the coefficient of variation and Pearson's measure of skewness for the given grouped data representing the diameter of 250 round tablets. The data is provided in a cumulative frequency table.
Probability and StatisticsDescriptive StatisticsCoefficient of VariationSkewnessFrequency TableMeanStandard DeviationMode
2025/4/30
1. Problem Description
The problem requires us to calculate the coefficient of variation and Pearson's measure of skewness for the given grouped data representing the diameter of 250 round tablets. The data is provided in a cumulative frequency table.
2. Solution Steps
First, we need to convert the cumulative frequency table to a frequency table.
| Diameter (mm) | Cumulative Frequency | Frequency | Midpoint () | | |
|---|---|---|---|---|---|
| 7-11 | 10 | 10 | 9 | 90 | 810 |
| 12-16 | 30 | 20 | 14 | 280 | 3920 |
| 17-21 | 58 | 28 | 19 | 532 | 10108 |
| 22-26 | 94 | 36 | 24 | 864 | 20736 |
| 27-31 | 146 | 52 | 29 | 1508 | 43732 |
| 32-36 | 184 | 38 | 34 | 1292 | 43928 |
| 37-41 | 216 | 32 | 39 | 1248 | 48672 |
| 42-46 | 237 | 21 | 44 | 924 | 40656 |
| 47-51 | 250 | 13 | 49 | 637 | 31213 |
| | | | | | |
The frequency for each class interval is calculated by subtracting the cumulative frequency of the previous class interval from the cumulative frequency of the current class interval. For example, the frequency for the interval 12-16 is 30 - 10 =
2
0. The midpoint ($x_i$) is calculated as the average of the lower and upper limits of the class interval. For example, the midpoint for the interval 7-11 is (7+11)/2 =
9.
Next, calculate the mean:
Next, calculate the standard deviation:
I. Coefficient of Variation (CV)
II. Pearson's Measure of Skewness
We need to find the mode. Since the class 27-31 has the highest frequency (52), it is the modal class. Assume the mode is the midpoint of this class, which is
2
9. Pearson's coefficient of skewness = $\frac{3(\text{Mean} - \text{Median})}{\text{Standard Deviation}}$ or $\frac{\text{Mean} - \text{Mode}}{\text{Standard Deviation}}$. Since median is not known we use the second formula. Also, approximation of mode to the midpoint value will affect the calculation.
Skewness =
Skewness
Skewness
Skewness
3. Final Answer
I. Coefficient of Variation: Approximately 34.78%
II. Pearson's Measure of Skewness: Approximately 0.0487