SARS Probability
A group of tourists at airport are screened for temperature twice thru Gate A (accuracy a=98%), then Gate B (accuracy b=97%).
Finding: Gate A detected 32 (=A) tourists, but Gate B only 23 (=B), of which 16(=C) are common.
Q: How many suspects missed out (suspects missed) ?
Solution:
Let T = Total tourists
a, b the probability of successful detection at Gate A, B, resp.
A=aT , B=bT
AB=(aT)(bT)=(abT).T
C= a.bT (because Gates A, B independent screening)
AB=C.T
T=AB/C
Suspects-detected= A + B - C (exclude duplicate common)
Suspects-missed M = T- (A+B-C) = AB/C -(A+B-C) =(AB-AC-BC+C.C)/C= (A-C)(B-C)/C
M =(A-C)(B-C)/C
Note: M independent of a, b !!
Suspects-missed M = (32-16)(23-16)/16 = 16x7/16 = 7 [QED]
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