In: Statistics and Probability
You are the Claims Manager for a large auto insurance firm. You know the following facts: • 25% of your policy-holders are younger (age 16-34). Within this group, 55% are men and 45% are women. Only some of these policy holders make an accident claim. The men have a 10% probability of making a claim, while the women have a 5% probability of making a claim. • 50% of your policy-holders are middle-aged (ages 35-59). Of these, 50% are men and 50% are women. Only some of these policy holders make an accident claim. The men and women within this age group have 4% and 3% probabilities of making a claim, respectively. • 25% of your policy-holders are older (ages 60 and above). Of these, 55% are women and 45% are men. Only some of these policy holders make an accident claim. The men and women each have a 2% probability of making a claim.
(a) What is the probability that a policy-holder who makes a claim is in the “16-34” age group?
(b) What is the probability that a policy-holder who does not make a claim is in the “60 and above” age category?
SN | Age group | Men | Women | total | ||
1 | 16-34 | 0.55 (0.10) | 0.45 (0.05) | 0.25 | ||
2 | 35--59 | 0.5 (0.04) | 0.5. ( 0.03) | 0.5 | ||
3 | 60--above | 0.45 (0.02) | 0.55 (0.02) | 0.25 | ||
total | ||||||
claim 1 | 0.055 | 0.0225 | 0.0775 | 0.25 | 0.019375 | |
claim 2 | 0.02 | 0.015 | 0.035 | 0.5 | 0.0175 | |
claim3 | 0.009 | 0.011 | 0.02 | 0.25 | 0.005 | |
0.041875 | ||||||
P(claim)= | 0.25*0.0775+0.5*0.035+0.25*0.02 | |||||
P(claim)= | 0.041875 | |||||
The probability that a policy-holder who | ||||||
makes a claim is in the “16-34” age group = | 0.019375/0.041875 | |||||
0.462686567 | ||||||
SN | Age group | Men | not claim | Women | not claim | total |
1 | 16-34 | 0.55 | 0.9 | 0.45 | 0.95 | 0.25 |
2 | 35--59 | 0.5 | 0.96 | 0.5 | 0.97 | 0.5 |
3 | 60--above | 0.45 | 0.98 | 0.55 | 0.98 | 0.25 |
total | ||||||
no claim1 | 0.495 | 0.4275 | 0.9225 | 0.25 | 0.230625 | |
no claim2 | 0.48 | 0.485 | 0.965 | 0.5 | 0.4825 | |
no claim3 | 0.441 | 0.539 | 0.98 | 0.25 | 0.245 | |
0.958125 | ||||||
P( no claim)= | 0.25*0.9225+0.5*0.965+0.25*0.98 | |||||
P( no claim)= | 0.958125 | |||||
The probability that a policy-holder who does not | ||||||
make a claim is in the “60 and above” age category = | 0.245/.958125 | |||||
0.255707763 | ||||||