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Exercises · Q10

Q.For a distribution the mean is 2929, the median is 3030 and the standard deviation is 55. The mode is ill-defined. Find Karl Pearson's coefficient of skewness.

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✓ Free question

Given: Mean xˉ=29\bar{x} = 29, Median M=30M = 30, σ=5\sigma = 5; mode ill-defined.

Skp=3(xˉ−M)σ=3(29−30)5=−35=−0.6.Sk_p = \frac{3(\bar{x} - M)}{\sigma} = \frac{3(29 - 30)}{5} = \frac{-3}{5} = -0.6. The negative value means the distribution is negatively skewed.

Verification (dual solve). Recover the mode from Z=3M−2xˉ=3(30)−2(29)=90−58=32Z = 3M - 2\bar{x} = 3(30) - 2(29) = 90 - 58 = 32, then use the mode form: Skp=xˉ−Zσ=29−325=−35=−0.6,Sk_p = \frac{\bar{x} - Z}{\sigma} = \frac{29 - 32}{5} = \frac{-3}{5} = -0.6, which matches. The order Mean 29<29 < Median 30<30 < Mode 3232 is the negatively-skewed pattern, confirming the sign.

✓Final answer

Skp=−0.6Sk_p = -0.6; the distribution is negatively skewed.

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