Probability
Bayes' Theorem — Defective Bolt
nta_pyq_2023_apr
Grade 12

Question:

Machines A, B, C make 20%, 30%, 50% of bolts; defect rates 3%, 4%, 2%. Given a bolt is defective, probability it's from C is
$\dfrac{5}{14}$
$\dfrac{9}{28}$
$\dfrac{3}{7}$
$\dfrac{2}{7}$

Step-by-Step Solution

Key Concept: $P(D)=0.2\times0.03+0.3\times0.04+0.5\times0.02=0.006+0.012+0.01=0.028$. $P(C|D)=\frac{0.5\times0.02}{0.028}$.
$P(C|D)=\frac{5}{14}$.
Correct Answer: 1

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