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NCERT Class 12 · Ch 13 Exercise 13.3 · Q6

NCERT Class 12 Maths · Chapter 13 Probability · Exercise 13.3 Question 6

Choose equally among a two-headed coin, a 75%-heads coin and a fair coin. A head occurs. Find P(two-headed coin|head).
Exercise 13.3 Q6: priors, likelihoods and joints
Exercise 13.3 Q6: priors, likelihoods and joints

💡 Concept Hints

  1. Define the events and identify which event is being conditioned on.
  2. Use P(E|F)=P(E∩F)/P(F), or separate the possible sources before applying total probability and Bayes.

✅ Step-by-Step Solution

Final Answer: two-headed: 4/9
  1. Use the mutually exclusive source events with prior probabilities two-headed=1/3, biased=1/3, fair=1/3.
  2. The observation likelihoods in the same order are 1, 3/4, 1/2. Multiply each prior by its likelihood to get joint probabilities 1/3, 1/4, 1/6.
  3. Total probability of the observation is 1/3 + 1/4 + 1/6 = 3/4.
  4. Bayes: P(two-headed | observation) = 1/3 / 3/4 = 4/9.

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