Statistics

Probability Calculator

Enter the probabilities of two events A and B and their joint probability P(A ∩ B). The calculator returns the complements, the union, both conditional probabilities and tells you whether the events are independent.

Probability Calculator

Union, intersection, complement, conditional probability and independence for two events.

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Frequently asked questions

How is P(A ∪ B) computed?

By the inclusion-exclusion principle: P(A ∪ B) = P(A) + P(B) − P(A ∩ B).

What does the independence check do?

It compares P(A)·P(B) against the given P(A ∩ B). Equality means the events are independent; a mismatch means dependence.

How is conditional probability defined?

P(A | B) = P(A ∩ B) / P(B) — the probability of A given that B has already occurred.