Conditional Probability and Independence (VCE SSCE Mathematical Methods): Flashcards

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Conditional Probability and Independence
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Conditional probability

Prob. of event A when event B has already occurred

Notation Pr(AB)\text{Pr}(A \mid B) reads as

The probability of AA given BB

Conditional probability formula

Pr(AB)=Pr(AB)Pr(B)\text{Pr}(A \mid B) = \frac{\text{Pr}(A \cap B)}{\text{Pr}(B)}

Multiplication rule of probability

Pr(AB)=Pr(AB)×Pr(B)\text{Pr}(A \cap B) = \text{Pr}(A \mid B) \times \text{Pr}(B)

Independent events definition

One event occurring doesn't change prob. of the other

Independence multiplication condition

Pr(AB)=Pr(A)×Pr(B)\text{Pr}(A \cap B) = \text{Pr}(A) \times \text{Pr}(B)

Law of total probability

Pr(A)\text{Pr}(A) summed over all partitions of BB

Tree diagrams: combined event probability

Multiply probabilities along the branches

Independence: Pr(AB)=?\text{Pr}(A \mid B) = ?

Pr(A)\text{Pr}(A)

Contingency tables for conditional prob.

Calculate directly from relevant rows/columns

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