Skewness of Frequency Distribution
Gujarat Board · Class 11 · Statistics
Quick revision notes for Skewness of Frequency Distribution — Gujarat Board Class 11 Statistics. Key concepts, formulas, and definitions for last-minute revision.
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Key Topics to Revise
Meaning and Concept of Skewness
- Skewness indicates the tendency of a distribution to depart from symmetry
- In a symmetric distribution, mean = median = mode and the frequency curve is bell-shaped
- Skewness occurs when observations are not evenly distributed on both sides of the mode
Types of Skewness
- Positive Skewness: Right tail is more elongated, mean > median > mode
- Negative Skewness: Left tail is more elongated, mean < median < mode
- In positive skewness: Q₃ - M > M - Q₁ (third quartile farther from median)
Absolute and Relative Measures of Skewness
- Absolute measure: Expressed in same units as the variable (e.g., rupees, years)
- Relative measure (coefficient): Unit-free measure for comparing different distributions
- Absolute measures cannot be used to compare distributions with different units
Karl Pearson's Method
- Based on the relationship between mean, median, and mode
- For well-defined mode: Skewness = mean - mode
- For ill-defined mode: Skewness = 3(mean - median)
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