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The first four moments of a distribution about the mean of the variable are 0,16,−64,162. Then, the nature of the distribution is:
- A.
Leptokurtic
- B.
Platykurtic
(Correct Answer) - C.
Mesokurtic
- D.
Symmetric
Correct Answer: Platykurtic
Explanation
To determine the nature of the distribution, we calculate the coefficient of kurtosis, denoted as β2, using the formula:
β2=μ22μ4
Where:
Calculate β2:
β2=(16)2162
β2=256162
β2=0.6328
Compare with the standard:
In statistics, the kurtosis of a normal distribution is defined by β2=3.
Since 0.6328 < 3, the distribution is Platykurtic (flatter than a normal distribution).