In: Statistics and Probability
An insurance policy costs $110 and will pay policy holders $12,000 if they suffer a major injury (resulting in hospitalization) or $3500 if they suffer a minor injury (resulting in lost time from work). The company estimates that 1 in every 1985 policy holders will suffer a major injury and that 1 in 468 will suffer a minor injury.
a) Create a probability model for the profit on a policy.
b) What's the company's expected profit on the policy?
c) What's the standard deviation?
a) below is pmf of expected payout:
P(X=110-12000=-11890)= 1/1985 =0.000504
P(X=110-3500=-3390)=1/458=0.002137
P(X=110) =1-0.000504-0.002137 =0.997359
from above :
x | P(x) | xP(x) | x^2P(X) | |
major injury | -11890 | 0.000504 | -5.989924433 | 71220.20151 |
minor injury | -3390 | 0.002137 | -7.243589744 | 24555.76923 |
no injury | 110 | 0.997359 | 109.7095416 | 12068.04958 |
total | 96.48 | 107844.02 |
b)company's expected profit E(X) =$96.48
c) E(X2) =107844.02
hence std deviation =(E(X2)-(E(X))2)1/2 =(107844.02-96.482)1/2=313.905