Introduction to Probability · free preview
Conditioning as a Problem-Solving Tool
First-step analysis for processes that unfold, the Monty Hall paradox resolved by conditioning, and Simpson's paradox as a warning about hidden partitions.
1. First-step analysis
First-step analysis
2. Monty Hall
Monty Hall
3. Simpson's paradox and hidden partitions
Simpson's paradox and hidden partitions
4. Monty Hall protocol
What feature of the standard Monty Hall setup makes switching win with probability 2/3?
5. Simpson reversal mechanism
In the hospital example, hospital A wins overall while B wins within each difficulty slice. What exactly produced the overall reversal?
6. First step of the walk
A symmetric random walk starts at 0. Condition on the first step: it moves to +1 or to -1, each with probability one half. What is the probability it moves to +1? Enter a decimal like 0.5.
7. Renormalize Monty
Monty opened door 3. The joint weights for prize behind door 1 and door 2 are 1/6 and 1/3. What is the probability the prize is behind door 2? Write it as a fraction and enter the numerator.
8. Hospital slice rate
Hospital A: 90 of 100 easy cases succeed. Hospital B: 10 of 10 easy cases succeed. Among easy cases only, which raw fraction is higher, and by how much in percentage points? Enter the difference as a number like 10.
9. In your own words
In your own words, state the most important definition, theorem or method of this lesson and explain what it says.
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