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Exercises · Q10

Q.Which of the following can be a valid probability distribution of a discrete random variable XX taking the values 0,1,20, 1, 2?
(A) P(0)=0.5, P(1)=0.3, P(2)=0.3P(0)=0.5,\ P(1)=0.3,\ P(2)=0.3
(B) P(0)=0.2, P(1)=0.3, P(2)=0.5P(0)=0.2,\ P(1)=0.3,\ P(2)=0.5
(C) P(0)=−0.1, P(1)=0.6, P(2)=0.5P(0)=-0.1,\ P(1)=0.6,\ P(2)=0.5
(D) P(0)=0.4, P(1)=0.4, P(2)=0.4P(0)=0.4,\ P(1)=0.4,\ P(2)=0.4

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Check each option against the two pmf conditions: (i) every p(xi)≥0p(x_i)\ge0, (ii) ∑p(xi)=1\sum p(x_i)=1.

  • (A) 0.5+0.3+0.3=1.1≠10.5+0.3+0.3 = 1.1 \ne 1 — fails condition (ii). Not valid.
  • (B) 0.2+0.3+0.5=1.00.2+0.3+0.5 = 1.0 ✓, and all three values are non-negative ✓. Valid.
  • (C) P(0)=−0.1P(0)=-0.1 is negative — fails condition (i) immediately, regardless of the sum. Not valid.
  • (D) 0.4+0.4+0.4=1.2≠10.4+0.4+0.4 = 1.2 \ne 1 — fails condition (ii). Not valid. …

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