The Concept of Probability and Likelihood
Probability is a way to describe how likely something is to happen.
We use probability every day, even if we do not say the word. For example, you might say, “It will probably rain,” or “I am sure the bus will come soon.” In math, probability helps us describe these chances using numbers.
The probability of an event is shown on a scale from 0 to 1.
- 0 means the event is impossible. It cannot happen.
- 1 means the event is certain. It will definitely happen.
- A number between 0 and 1 means the event is possible, but not guaranteed.
You can think of probability like a number line:
Impossible Possible Certain
$$0 \hspace{1cm} \frac{1}{2} \hspace{1cm} 1$$
If an event has a probability close to 0, it is unlikely. If it has a probability close to 1, it is likely. If it is right in the middle, around \(\frac{1}{2}\), it is equally likely to happen or not happen.
Ways to describe likelihood
We can describe chance with words or numbers.
- Impossible probability \(0\)
- Unlikely probability closer to \(0\)
- Equally likely probability \(\frac{1}{2}\) or \(0.5\) or \(50\%\)
- Likely probability closer to \(1\)
- Certain probability \(1\)
This means probability can be written in different forms:
- as a fraction, like \(\frac{1}{4}\)
- as a decimal, like \(0.25\)
- as a percent, like \(25\%\)
These forms all mean the same amount. For example:
$$\frac{1}{2} = 0.5 = 50\%$$
$$\frac{1}{4} = 0.25 = 25\%$$
$$\frac{3}{4} = 0.75 = 75\%$$
Finding probability
To find the probability of an event, use this rule:
$$\text{Probability} = \frac{\text{number of favorable outcomes}}{\text{total number of possible outcomes}}$$
A favorable outcome is an outcome you want to happen.
The total number of possible outcomes means all the different results that could happen.
This rule works best when all outcomes are equally likely. That means each outcome has the same chance.
For example, when rolling a fair number cube, the numbers 1 through 6 are all equally likely.
Worked Example 1: Rolling a number cube
Question: What is the probability of rolling a 3 on a fair 6-sided number cube?
Step 1: Count the favorable outcomes.
There is only 1 favorable outcome: rolling a 3.
Step 2: Count the total possible outcomes.
A 6-sided number cube has 6 possible outcomes: 1, 2, 3, 4, 5, 6.
Step 3: Write the probability.
$$\frac{1}{6}$$
Step 4: Write it in decimal and percent form.
$$\frac{1}{6} \approx 0.17 \approx 17\%$$
Answer: The probability of rolling a 3 is \(\frac{1}{6}\), about \(0.17\), or about \(17\%\).
This is unlikely because it is closer to 0 than to 1.
Worked Example 2: Picking a colored marble
Question: A bag has 4 red marbles and 6 blue marbles. What is the probability of picking a red marble?
Step 1: Count the favorable outcomes.
There are 4 red marbles.
Step 2: Count the total possible outcomes.
There are \(4 + 6 = 10\) marbles altogether.
Step 3: Write the probability.
$$\frac{4}{10}$$
Step 4: Simplify if possible.
$$\frac{4}{10} = \frac{2}{5}$$
Step 5: Change to decimal and percent.
$$\frac{2}{5} = 0.4 = 40\%$$
Answer: The probability of picking a red marble is \(\frac{2}{5}\), or \(0.4\), or \(40\%\).
This is still unlikely, but it is closer to equally likely than Example 1.
Worked Example 3: Probability of an even number
Question: What is the probability of rolling an even number on a fair 6-sided number cube?
Step 1: List the even numbers.
The even numbers are 2, 4, and 6.
Step 2: Count the favorable outcomes.
There are 3 favorable outcomes.
Step 3: Count the total possible outcomes.
There are 6 total possible outcomes.
Step 4: Write the probability.
$$\frac{3}{6} = \frac{1}{2}$$
Step 5: Change to decimal and percent.
$$\frac{1}{2} = 0.5 = 50\%$$
Answer: The probability of rolling an even number is \(\frac{1}{2}\), or \(0.5\), or \(50\%\).
This means rolling an even number is equally likely as not rolling an even number.
Worked Example 4: A spinner
Question: A spinner has 8 equal sections. 6 sections are green and 2 sections are yellow. What is the probability of landing on green?
Step 1: Count the favorable outcomes.
There are 6 green sections.
Step 2: Count the total possible outcomes.
There are 8 sections in all.
Step 3: Write the probability.
$$\frac{6}{8}$$
Step 4: Simplify.
$$\frac{6}{8} = \frac{3}{4}$$
Step 5: Change to decimal and percent.
$$\frac{3}{4} = 0.75 = 75\%$$
Answer: The probability of landing on green is \(\frac{3}{4}\), or \(0.75\), or \(75\%\).
This is likely because it is close to 1.
Special probability values
Some probabilities are important to recognize quickly.
- If an event cannot happen, its probability is \(0\).
- If an event must happen, its probability is \(1\).
- If an event has the same chance of happening as not happening, its probability is \(\frac{1}{2}\).
Examples:
- Rolling a 7 on a 6-sided number cube: \(0\) because it is impossible.
- Picking a month from the year and getting a month with fewer than 32 days: \(1\) because every month has fewer than 32 days.
- Flipping a fair coin and getting heads: \(\frac{1}{2}\) because heads and tails are equally likely.
Comparing probabilities
You can compare probabilities to decide which event is more likely.
A larger probability means a greater chance of happening.
For example:
- \(0.8\) is greater than \(0.3\), so an event with probability \(0.8\) is more likely.
- \(25\%\) is less than \(50\%\), so an event with probability \(25\%\) is less likely.
- \(\frac{3}{4}\) is greater than \(\frac{1}{4}\), so \(\frac{3}{4}\) is more likely.
Sometimes it helps to write them in the same form before comparing.
For example:
$$\frac{1}{2} = 0.5 = 50\%$$
$$\frac{3}{10} = 0.3 = 30\%$$
Since \(50\% > 30\%\), \(\frac{1}{2}\) is more likely than \(\frac{3}{10}\).
Using words, fractions, decimals, and percents together
It is important to move between different ways of showing probability.
| Word | Fraction | Decimal | Percent |
| Impossible | \(0\) | \(0.0\) | \(0\%\) |
| Unlikely | less than \(\frac{1}{2}\) | less than \(0.5\) | less than \(50\%\) |
| Equally likely | \(\frac{1}{2}\) | \(0.5\) | \(50\%\) |
| Likely | more than \(\frac{1}{2}\) | more than \(0.5\) | more than \(50\%\) |
| Certain | \(1\) | \(1.0\) | \(100\%\) |
Common mistakes to avoid
- Do not make the probability bigger than 1. Probability must be from 0 to 1.
- Do not forget the total number of outcomes. The denominator shows all possible outcomes.
- Do not confuse favorable outcomes with total outcomes. Favorable outcomes are only the ones you want.
- Remember to simplify fractions when possible.
For example, if a bag has 3 red marbles and 5 blue marbles, the probability of red is not \(\frac{3}{5}\). It is:
$$\frac{3}{8}$$
That is because there are 8 marbles in total, not 5.
Quick practice ideas
Try asking yourself these questions:
- If you flip a fair coin, what is the probability of tails?
- If a bag has 7 white beads and 3 black beads, what is the probability of black?
- If a spinner has 5 equal sections and all 5 are orange, what is the probability of orange?
- If you roll a fair number cube, what is the probability of rolling a number greater than 4?
You can solve each one by using:
$$\text{Probability} = \frac{\text{favorable outcomes}}{\text{total outcomes}}$$
Summary
Probability tells how likely an event is to happen.
It is always a number from 0 to 1, where \(0\) means impossible and \(1\) means certain.
You can write probability as a fraction, decimal, or percent.
To find probability, divide the number of favorable outcomes by the total number of possible outcomes.
Then decide whether the event is impossible, unlikely, equally likely, likely, or certain.
Put what you read to the test
You've worked through The Concept of Probability and Likelihood. Try answering a few questions to see what stuck — and what might deserve a quick reread before you move on.