Chapter 1: Problem 44
Urn 1 has five white and seven black balls. Urn 2 has three white and twelve black balls. We flip a fair coin. If the outcome is heads, then a ball from urn 1 is selected, while if the outcome is tails, then a ball from urn 2 is selected, Suppose that a white ball is selected. What is the probability that the coin landed tails?
Short Answer
Step by step solution
Find the probability of selecting a white ball from each urn
Determine the probability of the coin landing tails
Apply Bayes' theorem
Calculate the result
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Bayes' Theorem
- Lecture Prior beliefs: Using initial probabilities like the probability of the coin being tails.
- New Evidence: The white ball being selected.
- Updated Belief: The recalculated probability based on this evidence.
Law of Total Probability
- Picking a white ball from urn 1.
- Picking a white ball from urn 2 based on the flip of a coin.
Conditional Probability
- Event A: The outcome you are interested in.
- Event B: The condition that has already occurred.
Probability Theory
- Defining a sample space, the set of all possible outcomes.
- Assigning probabilities to the events, which are subsets of the sample space.
- Applying axioms and rules that govern probabilities, such as non-negativity, additivity, and normalization.