Probability theory

Conditional probability

Conditional events, intersections, independence and total probability.

Probability theory

Conditional probability

P(A|B)=P(A∩B)/P(B)→
Probability theory

Intersection from conditional probability

P(A∩B)=P(A|B)P(B)→
Probability theory

Intersection of independent events

P(A∩B)=P(A)P(B)→
Probability theory

General addition rule

P(A∪B)=P(A)+P(B)−P(A∩B)→
Probability theory

Total probability for two hypotheses

P(A)=P(H₁)P(A|H₁)+P(H₂)P(A|H₂)→
Probability theory

Total probability from hypothesis lists

P(A) = ΣP(Hᵢ)P(A|Hᵢ)→