In: Statistics and Probability
1)
We have to choose the best alternative out of three
firstly calculate the total payoff of three alternatives which is shown in below table
Alternatives | Status of nature | Total payoff | ||
A | B | C | ||
Alt-ve 1 | 100 | 120 | 180 | 400 |
Alt-ve 2 | 120 | 140 | 120 | 380 |
Alt-ve 3 | 200 | 100 | 50 | 350 |
Do nothing | 0 | 0 | 0 | 0 |
It is based on assumption that
given states of nature are equally likely
So the decision with maximum sum will be best/optimal decision
So alternative 1 with total payoff 400 will be choosen
2)
If person select alternative 3 we have to find the expected profit
for finding the expected profit if person select alternative 3
is given by below formula
Expected profit for alternative 3= states of nature*probability of states of nature
Here probability of states of nature are missing
let us take the values
The probabilities for states of nature A, B, and C are 0.3, 0.5, and 0.2, respectively
So substitute the values
Expected profit for alternative 3=200*0.3+100*0.5+50*0.2=60+50+10=120
So option B will be correct
3)
Now we have to find the expected value of perfect information
The probabilities for states of nature A, B, and C are 0.3, 0.5, and 0.2, respectively
Let us find the expected value of return for each alternative
Expected value of alternative 1=100*0.3+120*0.5+180*0.2=30+60+36=126
Expected value of alternative 2=120*0.3+140*0.5+120*0.2=36+70+24=130
Expected value of alternative 3=200*0.3+100*0.5+50*0.2=30+60+36=60+50+10=120
Let us choose the maximum value out of status of nature
Max Alt 1=200
Max Alt 2=140
Max Alt 3=180
Maximum Expected value=200*0.3+140*0.5+180*0.2=60+70+36=166
Expected value of perfect information(E.V.P.I)=166-130=36
Option B is correct
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