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An event consisting of a single sample point is called a simple event. 1 Probability Conditional Probability and Bayes Formula. Introduction to Probability 2nd Edition Problem Solutions. Basic Concepts Probability theory was invented in the 17th century by two French mathematicians Blaise Pascal and Pierre de Fermat who were dealing with.