Statement and Interpretation
Mathematically, Bayes' theorem gives the relationship between the probabilities of and, and, and the conditional probabilities of given and given, and . In its most common form, it is:
The meaning of this statement depends on the interpretation of probability ascribed to the terms:
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“He that writes to himself writes to an eternal public. That statement only is fit to be made public, which you have come at in attempting to satisfy your own curiosity.”
—Ralph Waldo Emerson (1803–1882)