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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