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What does "independent" mean?
Two events are independent if knowing one happened gives you no information about whether the other will happen.
For dice: The first die doesn't "know" what it rolled. The second die doesn't "care" what the first one did. Each roll is a fresh start.
Why can we multiply for independent events?
If A and B are independent, then P(B | A) = P(B). The general formula:
becomes simpler when independent:
The key test for independence:
Ask yourself: "Does the outcome of the first event change the probability of the second?" For separate dice rolls, the answer is no — so they're independent.
First Roll: 6
Second Roll: 6
Apply multiplication rule
Result:
First Roll: 3
Second Roll: 5
Result:
Any specific sequence of two numbers has probability 1/36. This is because there are 6 × 6 = 36 equally likely outcomes when rolling two dice.