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If X ~ B(n, p) with n = 10, p = 0.4, then find E(X2). - Mathematics and Statistics

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Question

If X ~ B(n, p) with n = 10, p = 0.4, then find E(X2).

Sum

Solution

For X ~ B(n, p), E(X) = np and V(X) = npq

Given that n = 10 and p = 0.4

∴ q = 1 – p

= 1 – 0.4

= 0.6

∴ E(X) = np

= 10 × 0.4

= 4

and 

V(X) = npq

= 10 × 0.4 × 0.6

= 2.4

Also, V(X) = E(X2) – [E(X)]2

∴ 2.4 = E(X2) – (4)2

∴ E(X2) = 2.4 + 16

∴ E(X2) = 18.4

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Binomial Distribution
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Chapter 2.8: Binomial Distribution - Short Answers I

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