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Probability of 3 Events Calculator

Find the probability that all, none, exactly one, or at least one of three independent events occurs.

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Probability of Three Independent Events

When you know the probabilities of three independent events $A$, $B$, and $C$, you can calculate the chance that all happen, none happen, or exactly one happens. This calculator handles those common scenarios and shows the core independent-event formulas behind the answers.

Main Formulas

$$P(A \cap B \cap C) = P(A)P(B)P(C)$$

$$P(\text{none}) = (1-P(A))(1-P(B))(1-P(C))$$

$$P(\text{at least one}) = 1 - P(\text{none})$$

For exactly one event, add the three exclusive cases: only $A$, only $B$, and only $C$.

What This Calculator Returns

  • The probability all three events occur;
  • The probability none of them occur;
  • The probability exactly one occurs;
  • The probability exactly two occur; and
  • The probability at least one event occurs.

Independent Events Requirement

These formulas assume the events are independent, meaning one event happening does not change the probability of the others. If your events are dependent, you need conditional probabilities instead.

Related Tools

For two-event unions and overlaps, use the OR Probability Calculator. For broader basics, see the Probability Calculator and Conditional Probability Calculator.

Frequently Asked Questions

What does "at least one event" mean?

It means one, two, or all three events happen. The easiest way to calculate it is to subtract the probability of none happening from 1.

How do I find the probability that none occur?

For independent events, multiply the complements: $(1-P(A))(1-P(B))(1-P(C))$.

Why is independence important here?

Independence lets you multiply probabilities directly. Without it, intersections must use conditional probabilities.

Can I enter decimals instead of percentages?

Yes. The tool supports both decimal and percentage input modes.

What is the probability that exactly two events occur?

Add the three cases where any pair occurs and the remaining event does not. This calculator includes that extra output as a bonus check.