Explain the different methods yo measure Skewness ?
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Answer:
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Skewness can be measured using several methods; however, Pearson mode skewness and Pearson median skewness are the two frequently used methods. The Pearson mode skewness is used when a strong mode is exhibited by the sample data. If the data includes multiple modes or a weak mode, Pearson's median skewness is used.
Answer:
(i) Karl Pearson’s Measure : This measure is based on statistical averages.
(a) Absolute Measure (Skewness):
(b) Relative Measure or Coefficient of Skewness
Bowley’s Measure or Quartiles Measure : Bowley‘s measure of skewness is called second measure of skewness. This measure is useful in distributions where mode is ill-defined and can also be used in open end distributions.