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See also: Basic probability rules
This collection of topics explains the basics of probability theory that you will need to perform a risk analysis.
Probability theory is, of course, an enormous topic. Also see the references for some of the most readable and influential texts on the subject, should you want to explore further.
Basic probability manipulation
Read on: The definition of probability