Probability has actually been studied using the axiomatic approach. Starting with three axioms, known as the Kolmogorov axioms many interesting results have been deduced. One concept that has been formally defined is the idea of statistical independence, which put simply is the idea of two events that don’t affect each other. The formal definition states that: