arthham

JEE Advanced 2010 · Probability (Class 12)

A signal which can be green or red with probability 45\frac{4}{5} and 15\frac{1}{5} respectively, is received by station A and then transmitted to station B. The probability of each station receiving the signal correctly is 34\frac{3}{4}. If the signal received at station B is green, then the probability that the original signal was green is

Answer: C. 2023\frac{20}{23}

Watch this solved on the board The full walkthrough, written out a line at a time with narration explaining each step as it appears. Pause anywhere and ask why a line is there. Free to watch

Or read the worked solution below. Jump to the steps ↓

Written solution

P(G)=45,P(R)=15P(G) = \dfrac{4}{5}, \qquad P(R) = \dfrac{1}{5}

P(correct at each station)=34P(\text{correct at each station}) = \dfrac{3}{4}

To find: P(original green∣B receives green)\text{To find: } P(\text{original green} \mid \text{B receives green})

each station flips colour with prob 1−34=14\text{each station flips colour with prob } 1 - \dfrac{3}{4} = \dfrac{1}{4}

so from original to B: 0, 1 or 2 flips\text{so from original to B: } 0,\ 1 \text{ or } 2 \text{ flips}

1. P(B green∣G), P(B green∣R)1.\ P(\text{B green} \mid G),\ P(\text{B green} \mid R)

2. P(B green) (total probability)2.\ P(\text{B green}) \text{ (total probability)}

3. Bayes: P(G∣B green)=P(G) P(B green∣G)P(B green)3.\ \text{Bayes: } P(G \mid \text{B green}) = \dfrac{P(G)\,P(\text{B green}\mid G)}{P(\text{B green})}

G→B green: 0 or 2 flips (even)G \to \text{B green: } 0 \text{ or } 2 \text{ flips (even)}

G→B red: 1 flip (odd)G \to \text{B red: } 1 \text{ flip (odd)}

P(BG∣G)=(34)2+(14)2=916+116=1016=58P(\text{BG} \mid G) = \left(\dfrac{3}{4}\right)^2 + \left(\dfrac{1}{4}\right)^2 = \dfrac{9}{16} + \dfrac{1}{16} = \dfrac{10}{16} = \dfrac{5}{8}

P(BG∣R)=2⋅34⋅14=616=38P(\text{BG} \mid R) = 2 \cdot \dfrac{3}{4}\cdot\dfrac{1}{4} = \dfrac{6}{16} = \dfrac{3}{8}

P(BG)=P(G)P(BG∣G)+P(R)P(BG∣R)P(\text{BG}) = P(G)P(\text{BG}\mid G) + P(R)P(\text{BG}\mid R)

=45⋅58+15⋅38=12+340=2340= \dfrac{4}{5}\cdot\dfrac{5}{8} + \dfrac{1}{5}\cdot\dfrac{3}{8} = \dfrac{1}{2} + \dfrac{3}{40} = \dfrac{23}{40}

P(G∣BG)=P(G∩BG)P(BG)=P(G) P(BG∣G)P(BG)P(G \mid \text{BG}) = \dfrac{P(G \cap \text{BG})}{P(\text{BG})} = \dfrac{P(G)\,P(\text{BG}\mid G)}{P(\text{BG})}

=45⋅582340=122340= \dfrac{\dfrac{4}{5}\cdot\dfrac{5}{8}}{\dfrac{23}{40}} = \dfrac{\dfrac{1}{2}}{\dfrac{23}{40}}

=12×4023=2023= \dfrac{1}{2} \times \dfrac{40}{23} = \dfrac{20}{23}

P(G∣BG)=2023P(G \mid \text{BG}) = \dfrac{20}{23}

Answer: (3)  2023\boxed{\text{Answer: (3)}\ \ \dfrac{20}{23}}

More from Probability (Class 12)

All 38 Probability (Class 12) questions →