Fundamentals of Probability and Independence Flashcards (14 cards)

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1Question

Probability — purpose?

Answer

Quantify likelihood of outcomes.

2Question

Contingency table — frequencies?

Answer

Counts or proportions of characteristics.

3Question

Experiments and events — vocab?

Answer

Experiments produce outcomes; events are outcome sets.

4Question

Conditional probability — definition?

Answer

Probability of A given B: P(A∩B)/P(B).

5Question

Weighted trees — function?

Answer

Represent sequential choices with probabilities.

6Question

Total probability — formula?

Answer

P(A)=P(A∩B)+P(A∩B̄).

7Question

Independence — criterion?

Answer

P(A∩B)=P(A)×P(B).

8Question

Experiment — what?

Answer

Procedure with unpredictable outcomes.

9Question

Event — what?

Answer

Subset of the sample space.

10Question

Conditional probability — interpretation?

Answer

Probability of A restricted to B's universe.

11Question

Path probability — rule?

Answer

Product of branch probabilities along the path.

12Question

Tree inversion — purpose?

Answer

Rearrange tree to find missing probabilities.

13Question

Product rule — for independent events?

Answer

P(A∩B)=P(A)×P(B).

14Question

Successive experiments — independence?

Answer

Results do not affect each other.

Test yourself with the quiz

Answer 14 questions on Fundamentals of Probability and Independence.

1. What is the main purpose of probability in studying a random experiment?

2. What does a conditional probability calculation do to the reference universe?

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