Introduction to Probability · free preview

Conditional Probability and Pebble World Intuition

Updating probabilities when evidence arrives, with the conditional definition, its Pebble World picture, and why P of B given A differs from P of A given B.

1. Evidence shrinks the world

Evidence shrinks the world

2. Computing with the definition

Computing with the definition

3. Conditional probability as a probability measure

Conditional probability as a probability measure

4. Reading conditional from a table

In the class survey above, 120 students study calculus, of whom 72 study physics; of the 80 who do not study calculus, 24 study physics. What is P(studies calculus given studies physics)?

5. Which conditional is wanted

A screening test for a rare disease correctly lights up 99 percent of sick people. A journalist writes that a positive result means a 99 percent chance of disease. What is swapped?

6. Condition on the first die

Two fair dice are rolled. Given that the first die shows 3, what is the probability that the total is at least 7? Write the answer as a fraction a/b in lowest terms and enter b.

7. The reversed fraction

In a company, 30 percent of employees code and 20 percent code AND design. Among coders, what fraction design? Enter a decimal like 0.67.

8. Evidence that rules out outcomes

Three coins are tossed. Given that at least one shows heads, what is the probability that all three show heads? Enter a fraction like 1/7.

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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