For the mixture of normals distribution show (a) R 1 1 f (x)dx 1. (b) F

Question:

For the mixture of normals distribution show

(a)

R 1

¡1 f (x)dx Æ 1.

(b) F (x) Æ

PM mÆ1 pm©

µ

x ¡¹m

¾m

.

(c) E[X] Æ

PM mÆ1 pm¹m.

(d) E

£

X2¤

Æ

PM mÆ1 pm

¡

¾2 m Ź2 m

¢

.

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