This Exam P sample reference tests Conditional Probability. Conditioning on exactly two affected positions makes every pair equally likely. The supplied avoidance probability identifies 18 positions; 105 of the 153 possible pairs avoid the specified three, giving 35/51=0.6862745 and choice C.
How to solve this Conditional Probability question
Setup
Setup
Let d be the total number of positions. Given a total of two affected positions, exchangeability makes the affected pair uniform among all two-position subsets.
(2d)(2d−2)=5140
Model
Model
Clear denominators and retain the feasible integer root.
51(d−2)(d−3)=40d(d−1)
11d2−215d+306=(d−18)(11d−17)=0
d=18
Compute
Compute
Protecting three specified positions leaves fifteen eligible positions for the affected pair.
These notes identify the calculation error associated with each wrong letter when that error is reproducible.
AMultiplying the supplied probability by two thirds gives 0.5229. Hypergeometric probabilities do not scale inversely with the number of protected positions.
BA probability of 0.676 in the three-position formula would imply a noninteger total near 17.39. The earlier avoidance equation instead has the unique feasible integer solution d=18.
DA probability of 0.695 would imply a noninteger total near 18.55. With the required total of 18, sequential sampling gives exactly 35/51.
EBack-solving the correct three-position formula from 0.710 gives a noninteger population size near 19.58. The supplied two-position equation instead factors exactly and forces the integer value d=18.
Original practice · fully worked
Original variant: infer a rack size from failed pairs
A rack contains n sensors. During a test, each sensor fails independently with probability 0.20. The expected number of unordered sensor pairs in which both sensors fail is 1.80. Calculate the probability that no sensor fails.
A 0.0400
B 0.1074
C 0.8000
D 0.8926
E 2.0000
Variant answer in brief
Every unordered pair has probability 0.04 of two failures. The expected-pair count therefore implies 45 pairs and ten sensors, whose no-failure probability is 0.107374, choice B.
Setup
Setup
Introduce an indicator for each unordered pair being jointly failed.
E[failed pairs]=(2n)(0.20)2
Model
Model
Use the supplied expected count to recover the integer rack size.
(2n)(0.04)=1.80
(2n)=45⟹n=10
Compute
Compute
Independence makes the probability of ten surviving sensors a product.
Pr(no failures)=(1−0.20)10
0.8010=0.1073741824
Answer
Answer
The probability of no failures is approximately 0.1074.
The 3108-page Probability Proof Manual reorganizes 718 verified Exam P solutions by syllabus skill and adds formula proofs, error patterns, and original worked practice.