What is the law of total probability?

Updated May 17, 2026

Short answer

It expresses total probability as a sum over conditional probabilities.

Deep explanation

The law states P(A)=Σ P(A|Bi)P(Bi), where Bi form a partition of the sample space. It is used to break complex probability problems into simpler conditional components.

Real-world example

Calculating disease probability across different age groups.

Common mistakes

  • Ignoring partition completeness assumption.

Follow-up questions

  • What is a partition in probability?
  • How is it used in Bayes theorem?

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