In: Statistics and Probability
Which plan has the least amount of risk? Plan A Payout P(Payout) $0 0.21 $45,000 0.53 $90,000 0.26 Plan B Payout P(Payout) −$10,000 0.26 $35,000 0.33 $75,000 0.41
SOLUTION:
From given data,
Which plan has the least amount of risk? Plan A Payout P(Payout) $0 0.21 $45,000 0.53 $90,000 0.26 Plan B Payout P(Payout) −$10,000 0.26 $35,000 0.33 $75,000 0.41.
Plan A
p(x) | x*p(x) | x2 *p(x) | |
0 | 0.21 | 0 | 0 |
4500 | 0.53 | 2385 | 10732500 |
90000 | 0.26 | 23400 | 210600000000 |
Total | p(x) = 1 | x*p(x)= 25785 | x2 *p(x) =210610732500 |
Expected value or mean = = E(X) = x*p(x)= 25785
Variance = = V(X) = E(X2 ) - [E(X)]2
Variance = = V(X) = x2 *p(x) - [ x*p(x)]2
Variance = = V(X) =210610732500 - [25785]2
Variance = = V(X) =210610732500 - 664866225
Variance = = V(X) =209945866275
Standard deviation = = sqrt(Varience)
Standard deviation = = sqrt(209945866275)
Standard deviation = =458198.5009
Plan B
p(x) | x*p(x) | x2 *p(x) | |
-10000 | 0.26 | - 2600 | 26000000 |
3500 | 0.33 | 1155 | 4042500 |
75000 | 0.41 | 30750 | 2306250000 |
Total | p(x) = 1 | x*p(x)= 29305 | x2 *p(x) =2336292500 |
Expected value or mean = = E(X) = x*p(x)= 29305
Variance = = V(X) = E(X2 ) - [E(X)]2
Variance = = V(X) = x2 *p(x) - [ x*p(x)]2
Variance = = V(X) =2336292500 - [29305]2
Variance = = V(X) =2336292500 - 858783025
Variance = = V(X) =1477509475
Standard deviation = = sqrt(Varience)
Standard deviation = = sqrt(1477509475)
Standard deviation = =38438.3854
Hence,
From the standard deviation values of plan A and B we can say that the plan B has the lower risk.