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Question

Let a sample space be S={ω1,ω2,...,ω6}.Which of the following assignments of probabilities to each outcome are valid?
Outcomes ω1 ω2 ω3 ω4 ω5 ω6
(a) 16 16 16 16 16 16
(b) 1 0 0 0 0 0
(c) 18 23 13 13 14 13
(d) 112 112 16 16 16 32
(e) 0.1 0.2 0.3 0.4 0.5 0.6

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Solution

Check Assignment of probability

Condition (i) : Each of the number p(ωi) is positive and less than one.

Condition (ii) : Sum of probabilities of each outcome of an event=1

(a) Each of the number p(ωi) is positive and less than one.
Sum of probabilities (SOP)=ω1+ω2+ω3+ω4+ω5+ω6
=16+16+16+16+16+16+16=66=1
Therefore, Assignment (a) is valid.

(b) Each of the number p(ωi) is either 0 or 1.
Sum of probabilities =(1+0+0+0+0+0+0=1)
Therefore, Assignment (b) is valid.

(c) Probability of any event cannot be negative.
(probability of events ω5 and ω6 are negetive)
Therefore, assignment (c) is not valid.

(d) Probability of any event cannot be greater than 1.
Since, p(ω6)=32>1
Therefore, assignment (d) is not valid.

(e) Sum of probabilities (SOP)
=ω1+ω2+ω3+ω4+ω5+ω6
=0.1+0.2+0.3+0.4+0.5+0.6=2.1
Since, sum of probabilities of events is greater than 1.
So, assignment (e) is not valid.

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