Original practice · fully worked
Original variant: acceptance after odds adjustments
Two screening programs make independent approval decisions. Initially, program R approves with probability 0.72 and program S approves with probability 0.65. An update doubles R's approval odds and halves S's approval odds. A record is accepted when exactly one program approves it. Calculate the acceptance probability after the update.
- A
0.403 - B
0.481 - C
0.512 - D
0.837 - E
0.916
Answer and calculation
The updated approval probabilities are 36/43 and 13/27. Independence gives an exactly-one probability of 595/1161, or approximately 0.512, so choice C.
Setup
Setup
Convert each initial probability to odds and apply the stated odds multiplier.
OR=0.280.72=718,OR′=736 OS=0.350.65=713,OS′=1413 Model
Model
Convert the adjusted odds back to probabilities.
pR=1+36/736/7=4336 pS=1+13/1413/14=2713 Compute
Compute
The two disjoint acceptance cases are R-only and S-only.
Pr(exactly one)=pR(1−pS)+(1−pR)pS =43362714+4372713=1161595=0.512489… Answer
Answer
The acceptance probability rounds to 0.512.
0.512(C)