Chapter 1 Flashcards

1
Q

P(A U B) = ?

A

P(A) + P(B) - P(A ∩ B)

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2
Q

P(A U B U C) = ?

A

P(A) + P(B) + P(C) - P(A ∩ B) - P(A ∩ C) - P(B ∩ C) + P(A ∩ B ∩ C)

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3
Q

Morgan’s law

A

P((A U B)’) = P(A’ ∩ B’)
P((A ∩ B)’) = P(A’ U B’)

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4
Q

P(A|B) = ?

A

P(A ∩ B)/P(B)

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5
Q

Independence

A

P(A ∩ B) = P(A) x P(B)
P(A|B) = P(A)
P(B|A) = P(B)

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6
Q

Bayes theorem

A

Pr(A|B) = Pr(B|A_k) x P(A_k) / Somme de Pr(B|A_i) x P(A_i)

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