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Skewness Skewness is a measure of the asymmetry of a distribution. A distribution is asymmetrical Skewness Skewness is a measure of the asymmetry of a distribution. A distribution is asymmetrical

Skewness Skewness is a measure of the asymmetry of a distribution. A distribution is asymmetrical - PowerPoint Presentation

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Uploaded On 2023-09-24

Skewness Skewness is a measure of the asymmetry of a distribution. A distribution is asymmetrical - PPT Presentation

In a distribution with right skew the mean is always greater than median In a distribution with zero skew the mean and median are equal In a distribution with left skew the mean is always less than median ID: 1020442

skewness distribution median left distribution skewness left median side skew longer coefficient peak skewed

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Presentation Transcript

1. Skewness

2. Skewness is a measure of the asymmetry of a distribution. A distribution is asymmetrical when its left and right side are not mirror images. A distribution can have right (or positive), left (or negative), or zero skewness. A right-skewed distribution is longer on the right side of its peak, and a left-skewed distribution is longer on the left side of its peak:

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6. In a distribution with right skew, the mean is always greater than median. In a distribution with zero skew, the mean and median are equal. In a distribution with left skew, the mean is always less than median.

7. Karl Pearson’s Coefficient of Skewness

8. Bowley’s Coefficient of Skewness