Where Did Probability Come From?
Have you ever wondered how likely it is that your favorite team wins a game? Or what the chances are of picking a red marble from a bag? People have asked questions like these for hundreds of years. The math behind these questions is called probability (the study of how likely something is to happen).
Probability started with games of chance. Gamblers in the 1600s wanted to know the odds of winning their bets. They wrote letters to mathematicians asking for help. Those early questions turned into a whole branch of math that we still use today.
The big question probability answers is simple: "Out of all the things that could happen, how many of them are the thing I care about?" Let's learn exactly how to answer that question.
Core Principles of Probability
Before you solve any probability word problem, you need to understand a few key ideas. These ideas are the building blocks for every problem you will face on the SHSAT.
Experiment & Outcome
Sample Space
Favorable Outcomes
Probability Always Lives Between 0 and 1
Complement
Seeing Probability in Action
A picture can make probability much easier to understand. The diagram below shows a bag with 10 marbles. Some are blue, some are red, and some are green. We can see exactly how the probability formula works.
Look at the diagram above. There are 10 total marbles (the sample space). If you want a blue marble, there are 4 favorable outcomes. So the probability is 4 ÷ 10, which equals 4/10 or 2/5. This same counting approach works for every probability word problem.
The Probability Formula
Every probability word problem on the SHSAT can be solved with one main formula. Let's break it down piece by piece.
Types of Probability Word Problems
Not every probability word problem looks the same. On the SHSAT, you will see a few different types. The diagram below sorts them so you know what to expect.
The first type, simple probability, asks you to pick one item and find the chance of a certain result. The second type, complement problems, asks about the probability of something NOT happening. The third type, compound events, combines two or more outcomes using the word "or." All three types use the same basic formula.
Worked Example: Solving Step by Step
Let's work through a typical SHSAT probability word problem from start to finish.
Common Mistakes and How to Avoid Them
Even students who understand the formula can lose points on the SHSAT by making small errors. Here are the most common mistakes and the fix for each one.
| Common Mistake | Why It Happens | How to Fix It |
|---|---|---|
| Forgetting to count all items | Students count only the groups mentioned in the question, not every item. | Re-read the problem and add every group to get the total before writing your fraction. |
| Flipping the fraction | Putting total on top and favorable on the bottom. | Remember: favorable goes on TOP, total goes on the BOTTOM. Probability ≤ 1. |
| Not simplifying | The correct fraction is there, but it isn't reduced. | Find the greatest common factor (GCF) of the numerator and denominator and divide both by it. |
| Misreading 'NOT' | Finding P(event) instead of P(not event). | Circle the word NOT in the problem. Use the complement rule: P(not A) = 1 − P(A). |
| Answer > 1 | Math error in counting or adding. | If your answer is greater than 1, something is wrong. Go back and recount. |
Connecting to More Advanced Probability
The probability skills you learn for the SHSAT are the foundation for much harder topics in high school and beyond. Here is a quick look at how basic probability grows into more complex ideas.
| What You Learn Now (SHSAT) | What Comes Next (High School+) |
|---|---|
| P(Event) = favorable ÷ total | Probability with combinations and permutations (counting larger sample spaces) |
| Complement rule: P(not A) = 1 − P(A) | Conditional probability: P(A given B), which measures how one event changes the odds of another |
| "OR" problems: add the probabilities | Overlapping events: P(A or B) = P(A) + P(B) − P(A and B) |
| Single draws from a bag or deck | Multiple draws: independent and dependent events, like drawing cards without replacing them |
Don't worry about the advanced column right now. The important thing is that every one of those harder topics still uses the same basic idea: count what you want, count everything, and divide. Master that on the SHSAT, and the rest will click when the time comes.
Practice Problems
Try these five problems on your own. They start easy and get harder. After you try each one, check the answer to see if you are on the right track.
Probability Word Problems — Quick Review
Probability measures how likely an event is to happen. To solve any probability word problem, use the formula: P(Event) = favorable outcomes ÷ total outcomes. Start by counting the total number of outcomes (the sample space). Then count the favorable outcomes (the ones you want). Write the fraction and simplify.
For problems that use the word "not," apply the complement rule: P(not A) = 1 − P(A). For problems that use the word "or," add the probabilities of each outcome (when the outcomes don't overlap). Always check that your answer is between 0 and 1. If it isn't, recount! With practice, these problems become quick wins on the SHSAT.