Conditional Probability (VCE SSCE Mathematical Methods): Flashcards

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Conditional probability
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Conditional probability meaning

Probability of event A given event B has occurred

Notation for 'probability of A given B'

Pr(AB)\text{Pr}(A \mid B)

Meaning of \mid in Pr(AB)\text{Pr}(A \mid B)

Given or knowing that

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

Pr(AB)Pr(B)\frac{\text{Pr}(A \cap B)}{\text{Pr}(B)} if Pr(B)0\text{Pr}(B) \neq 0

Does Pr(AB)=Pr(BA)\text{Pr}(A \mid B) = \text{Pr}(B \mid A)?

No, order matters in conditional probability

Multiplication rule for Pr(AB)\text{Pr}(A \cap B)

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

Tree diagram rule (multiply/add)

Multiply along branches, add across branches

Law of total probability for Pr(A)\text{Pr}(A)

Pr(AB)Pr(B)+Pr(AB)Pr(B)\text{Pr}(A \mid B)\text{Pr}(B) + \text{Pr}(A \mid B')\text{Pr}(B')

Sample space when event B occurs

Restricted to only outcomes where B happens

Finding probability at end of tree branch

Multiply probabilities along that branch

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