Question

In: Statistics and Probability

Which plan has the least amount of risk? Plan A Payout P(Payout) $0 0.21 $45,000 0.53...

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

Solutions

Expert Solution

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.


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