Jabarkan Extensions of Bayes' theorem dari Téoréma Bayes dalam bahasa sunda

Théorems analogous to Bayes' théorem hold in problems with more than two variables.

These théorems are not given distinct names,

as they may be mass-produced by applying the laws of probability.

The general strategy is to work with a decomposition of the joint probability, and to marginalize (integrate) over the variables that are not of interest.

Depending on the form of the decomposition,

it may be possible to prove that some integrals must be 1,

and thus they fall out of the decomposition;

exploiting this property can reduce the computations very substantially.

A Bayesian network is essentially a mechanism for automatically generating the extensions of Bayes' théorem that are appropriate for a given decomposition of the joint probability.