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Question 13 of 43

Q.The binomial distribution has mean 55 and variance 107\frac{10}{7}. What will be the type of this distribution?

(a) Positively skewed
(b) Negatively skewed
(c) Symmetric
(d) Nothing can be said about the distribution
Gujarat GsebGujarat Board (GSEB) HSC Commerce Board 2020MCQ· 1mImportance★★★★★
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q=varmean=10/75=27q = \frac{\text{var}}{\text{mean}} = \frac{10/7}{5} = \frac{2}{7}, p=57>0.5⇒p = \frac{5}{7} > 0.5 \Rightarrow negatively skewed — option (b).

For a binomial distribution B(n,p)B(n,p):

Mean=np,Variance=npq\text{Mean} = np, \qquad \text{Variance} = npq

Given mean =5= 5 and variance =107= \dfrac{10}{7}:

q=VarianceMean=10/75=1035=27q = \frac{\text{Variance}}{\text{Mean}} = \frac{10/7}{5} = \frac{10}{35} = \frac{2}{7}

p=1−q=1−27=57≈0.714p = 1 - q = 1 - \frac{2}{7} = \frac{5}{7} \approx 0.714

Skewness of a binomial distribution depends on pp:

  • p<0.5⇒p < 0.5 \Rightarrow positively skewed, …

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