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Probability

Ever wondered if it will rain tomorrow or if you will win a game? That’s probability! It is a mathematical way to measure how likely an event is to happen.

Outcomes

Definition Outcome
An outcome is one possible result of a random experiment.
Definition All Possible Outcomes
All possible outcomes are the complete list of all the outcomes that can happen in a random experiment.
Example
What are all the possible outcomes when you flip a coin?

All possible outcomes are Heads (H)= and Tails (T)=.

Example
What are all the possible outcomes when you roll a six-sided die?

All possible outcomes are 1=, 2=, 3=, 4=, 5=, and 6=.

Events

Definition Event
An event is a set of outcomes from the set of all possible outcomes.
Example
In the experiment of rolling a die, find the outcomes that correspond to rolling an even number.

The outcomes for “rolling an even number” are 2=, 4=, and 6=.

Using Words to Describe Probability

We use special words to describe the chance of an event happening. We can place these words on a line from least likely to most likely.
Definition Probability Line
  • Impossible: It can’t happen.
    Example: Riding a dinosaur.
  • Less likely: It probably won’t happen.
    Example: Rolling a die and getting a 3.
  • Even chance: It has the same chance to happen or not to happen.
    Example: Tossing a coin and getting heads.
  • More likely: It will probably happen.
    Example: Drinking water at school today.
  • Certain: It will happen.
    Example: The sun will rise tomorrow.

Using Numbers to Quantify Probability

When you flip a coin, there are two possible outcomes: heads or tails. The chance of getting heads is 1 out of 2. We can write this as a fraction:
Definition Probability
The probability of an event, written \(P(\text{event})\), is a number from 0 (impossible) to 1 (certain).

Calculating Probabilities

In many experiments, each outcome has the same chance of happening. For example, a fair coin is just as likely to land on heads as it is on tails. When we roll a fair die, each number from 1 to 6 has the same chance of appearing. We call these equally likely outcomes.
Definition Calculating Probability with Equally Likely Outcomes
When all outcomes of an experiment are equally likely, we can calculate the probability of an event using a simple formula:$$P(\text{event}) = \frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}}$$“Favorable outcomes” are the outcomes that match the event we are interested in.
Example
A fair six-sided die is rolled. Calculate the probability of rolling an even number.

  • Total number of possible outcomes: A die has 6 faces, so there are 6 possible outcomes: \(\{1, 2, 3, 4, 5, 6\}\).
  • Number of favorable outcomes: The event is “rolling an even number”. The outcomes that are even are \(\{2, 4, 6\}\). There are 3 favorable outcomes.
  • Calculate the probability:$$\begin{aligned}P(\text{rolling an even number}) &= \frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}} \\ &= \frac{3}{6} \\ &= \frac{1}{2}\end{aligned}$$