This Exam P sample reference tests Hypergeometric Distribution. The inventory contains 10 defective and 70 sound modems. A hypergeometric calculation for two defectives in five gives about 0.102, choice C.
How to solve this Hypergeometric Distribution question
Setup
Setup
Combine the two inventory groups to obtain 10 defective and 70 sound modems among 80 total.
D=0.20(30)+0.08(50)=10
G=80−10=70
Model
Model
For a sample of five without replacement, choose two items from the 10 defectives and three from the 70 sound items, then divide by all five-item samples.
P(K=2)=(580)(210)(370)
Compute
Compute
The hypergeometric combination ratio evaluates to 0.10177.
P(K=2)=0.10177
Answer
Answer
The probability rounds to 0.102, corresponding to choice C.
0.102(C)
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These notes identify the calculation error associated with each wrong letter when that error is reproducible.
DThe value 0.105 is the binomial-with-replacement approximation using defective rate 10/80. Sampling is without replacement.
EThe value 0.125 is the overall defective fraction 10/80, not the probability of exactly two defectives in five draws.
Original practice · fully worked
Original variant: sample rare batteries without replacement
A crate contains 12 high-capacity and 48 standard batteries. Six batteries are sampled without replacement. Find the probability exactly two sampled batteries are high-capacity.
C 0.1974
B 0.2308
A 0.2565
D 0.3265
E 0.4096
Variant answer in brief
The hypergeometric ratio C(12,2)C(48,4)/C(60,6) gives the required probability.
Setup
Setup
The crate contains 12 high-capacity and 48 standard batteries, and six are selected without replacement.
N=60,K=12,n=6
Model
Model
Count samples with exactly two high-capacity batteries by choosing two of 12 and four of 48, then divide by all six-battery samples.
P(X=2)=(660)(212)(448)
Compute
Compute
The resulting hypergeometric combination ratio is 0.256518.
P(X=2)=0.256518
Answer
Answer
The exact-two probability is 0.2565, corresponding to choice A.
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