AI Tutor
If you flip a fair coin and get heads 5 times in a row, is tails "due" on the 6th flip?
It feels like tails should happen next, but the coin has no memory β€” the chance of heads is still exactly 50%.

What Makes Events Independent?

Two events are independent events when the occurrence of one event has zero effect on the probability of the other event.
If knowing that event AA happened gives you no new information about the chance of event BB, then AA and BB are completely independent.
How do we write this rule in the language of mathematics?

The Multiplication Rule for Independence

In the 1650s, mathematicians Blaise Pascal and Pierre de Fermat studied gambling games and proved that when two trials do not influence each other, their combined likelihood multiplies.
Two events AA and BB are independent if and only if the probability of both occurring together equals their product: P(AΒ andΒ B)=P(A)β‹…P(B)P(A \text{ and } B) = P(A) \cdot P(B)
What does this look like in a real problem?

Worked Example: Testing for Independence