06.29.08
[What Are The Odds] Outcome and Event
Single die rolls are quite easy to figure out. Rolling any particular number on a six-sided die has a chance of 1/6, or (rounded) 16.7%. Each number has the same chance of coming up. The same is true for any die – a D4 has a chance of 1/4 or 25% for each number, a D8 of 1/8 or 12.5%, a D10 of 1/10 or 10%, and a D20 of 1/20 or 5% for each number.
The difficult part starts when two dice are added together, or when modifiers and target numbers are brought into play. The reason for different probabilities for the result of a combined roll of multiple dice is that the result we see is the event (i.e., the sum), not the outcome (i.e., the specific combination of numbers rolled).
Outcome
An outcome is a specific possible result. For example, if you are asked to choose a number between 1 and 5, the number 3 would be a possible outcome. All possible outcomes have the exact same probability (in this case, one out of five, or 1/5, or 20%, or 0.2).
Event
An event is a type of outcome. In the same example of being asked to pick a number between 1 and 5, a possible event would be that an odd number is picked. There are three odd numbers (1, 3, 5) and two even numbers (2, 4) in this example, so the event of an odd number being picked has a higher probability than the event of an even number being chosen.
Determining the sum of two or more rolls requires us to add two or more dice together. For most numbers, there are several ways of achieving the same sum. For example, a 7 can be achieved by adding 1 and 6, 2 and 5, or 3 and 4.
What’s lying beneath the event of the sum, therefore, is a group of outcomes. The first die may show a 1, the second a 6. For our purposes here, we can express this outcome as 1+6. As I mentioned before, all possible outcomes of the combined roll have the exact same probability, so a 1+6 is as probable as a 1+1. The important part about this is realizing that 1+6 is a different outcome than 6+1, even though both show a 1 and a 6 and result in a sum of 7.
Think of yourself and a friend rolling a die each. Your goal is to come up with a sum of 7. When you roll your die, any number from 1 to 6 may come up. If it’s a 1, your friend has to roll a 6 to achieve the sum of 7. If it’s a 6, however, he has to roll a 1 for the same goal sum. Those are two different ways of achieving the same result, even though a 1 and a 6 are involved in both ways.
Next time we’ll start talking about specific ways to figure out probabilities for outcomes and events.