This Exam P sample reference tests Law of Total Probability. The high-risk share is 0.20, and the three conditional death rates are in the ratio 6:3:1. Calibrating their weighted average to 0.009 gives high-risk rate 0.0200, choice B.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
AIf the high-risk rate were 0.0025, the implied weighted population rate would be 0.45(0.0025)=0.001125 after expressing the other rates as one-half and one-sixth of it.
CA high-risk rate of 0.1215 would imply overall probability 0.45(0.1215)=0.054675, far above 0.009.
DThe value 0.2000 is the proportion of policyholders in the high-risk group. It is a group weight, not a conditional death probability.
EA high-risk rate of 0.3750 would imply a weighted population death probability of 0.16875. It cannot satisfy the supplied aggregate rate.
Original practice · fully worked
Original variant: update a persistent operating mode
At dawn a controller chooses one of three operating modes with probabilities 1/6, 1/3, and 1/2. Within a chosen mode, successive components pass independently, with respective pass probabilities 0.90, 0.75, and 0.60. The first component passed. Find the conditional probability that the next component passes.
A 0.28214
B 0.50250
C 0.70000
D 0.71786
E 0.75000
Variant answer in brief
The first-pass probability is 0.70, while the probability that both successive components pass is 0.5025. Their ratio is 0.71786, choice D.
Setup
Setup
Let S1 and S2 be the pass events for the first and second components. Average the first pass over the persistent mode.
Pr(S1)=61(0.90)+31(0.75)+21(0.60)=0.70
Model
Model
Conditional independence within a mode makes each two-pass contribution the mode weight times the squared pass rate.
Pr(S1∩S2)=61(0.90)2+31(0.75)2+21(0.60)2
Compute
Compute
Evaluate the joint probability and normalize by the observed first pass.
Pr(S1∩S2)=0.135+0.1875+0.180=0.5025
Pr(S2∣S1)=0.700.5025=0.7178571
Answer
Answer
The first success shifts weight toward the more reliable modes, raising the next-pass probability to 0.71786.
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