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Introduction to Probability

Dice

Courtesy of Wikimedia Commons

By Michael Avidon, math editor

For Students: Performance Expectations (CCSS)

This lesson addresses the following Common Core State Standard (CCSS) for Grade 7:

  • 7.SP.C.5: Understand that the probability of a chance event is a number between 0 and 1 that expresses the likelihood of the event occurring. Larger numbers indicate greater likelihood. A probability near 0 indicates an unlikely event, a probability around ½ indicates an event that is neither unlikely nor likely, and a probability near 1 indicates a likely event.

When you hear that there is a 30% chance of rain tomorrrow, what does this mean?

It means that days with weather like today are followed by days with rain 30% of the time. We say that 30% is the probability that it will rain. Another way to say this is that about 3100 or ???10 of the time it will rain tomorrow.

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The probability of something is the fraction of the chances that it will happen. It is a way of saying what may happen in the future, or predicting the future.

Predicting the rain is complicated. Let us look at something simpler. If you toss a coin, you will get heads or tails as a result. There are two possible results. One of those two results is heads. We predict that if you toss the coin many times, you will get heads 1 out of 2 times or half of the time. The probability of heads is ½ . So if you toss the coin 100 times, you should get about ____ heads. Of course, you can get other numbers of heads. The result is uncertain. Probability has to do with things that are uncertain.

Here are some basic definitions so we can give a proper definition of probability and study it more carefully.

The result of an action is random when you cannot say the next thing that will happen.

An experiment is an action that has different random results that you can name. Tossing a coin is an experiment. The results are heads or tails. Rolling a number cube is an experiment. The results are 1, 2, 3, 4, 5, or 6. Looking at the weather tomorrow is an experiment (that has many results, but in the first paragraph the results were rain or no rain).

A trial is doing the experiment one time.

An outcome is one possible result of an experiment. Rolling the number 4 is an outcome of rolling a number cube.

The sample space is the set of all possible results or outcomes of an experiment. The sample space for rolling a number cube is the set {1, 2, 3, 4, 5, 6}. This sample space has __ outcomes.

An event is a description of several possible results or outcomes of an experiment. “Rolling an odd number” is an event for rolling a number cube. It describes rolling the number 1 or 3 or 5. This event has __ outcomes. An event could have just one outcome.

The probability of an event is the fraction of the number of outcomes in the event over the number of outcomes in the sample space.

For example, if the experiment is rolling a number cube, and the event is “rolling an odd number,” then the probability is 36 or ½. Probability can be written as a fraction, as a decimal (0.5), or as a percent (____%).

It is just as likely to get an even number as an odd number when you roll a number cube. We say that an event with probability is neither likely nor unlikely.

Suppose you bought a raffle ticket and 100 tickets were sold. One ticket is chosen at random from a bowl.

What is the probability that you will win the raffle? The event “you winning the raffle” has one outcome (your ticket is chosen from the bowl). The sample space has 100 outcomes (there are 100 different tickets that could be chosen). So the probability of you winning is the fraction 1100. Note that this is a number close to 0, and that it is unlikely for you to win this raffle. In general, if the probability of an event is a number close to 0, this means that the event is unlikely to happen.

Suppose you bought 2 of the tickets. Winning is now a more likely event and the probability is now ??100. This fraction is greater than 1100. In general, the greater the probability (fraction) the more likely the event is.

Probability Example 1

Two coins are tossed simultaneously. What is the sample space? What is the probability of getting two tails?

Solution:

Let H represent heads on one coin and T represent tails on one coin. The sample space is

HH     HT     TH     TT

The sample space has __ outcomes. The event “two tails” has one outcome (TT). The probability is ¼.

Probability Example 2

Two coins are tossed simultaneously. What is the probability of getting at least one tail?

Solution:

This has the same sample space as in the previous example. The event has 3 outcomes: HT, TH, and TT. The probability is 3???.

Probability Example 3

A standard deck of cards has 4 “suits:” hearts, spades, clubs, and diamonds.

For each suit, there are 13 cards labeled 2 through 10, plus jack, queen, king, and ace.

So the deck has 52 cards all together. One card is picked at random. What is the probability that the card is an ace?

Solution:

There are 4 outcomes in the event: ace of hearts, spades, clubs, or diamonds. There are ____ outcomes in the sample space. The probability is 452 or ???13.

Going back to the raffle, suppose you bought 99 of the tickets. It is very likely that you would win. The probability is 99100. This is a number that is close to 1. In general, a probability close to 1 means that an event is very likely.

Let us examine the definition of the probability of an event again:
the number of outcomes in the event over the number of outcomes in the sample space

The denominator counts all the things that can happen. The numerator counts some (maybe all) of the things that can happen. So the numerator is less than or equal to the denominator. Thus, the value of the fraction is at most 1. Because you are counting things, you cannot get a negative number. So the value of the fraction is at least 0. Thus, probability is a number between 0 and 1.

The probability of an event can be exactly equal to 0 or 1. If you roll a number cube labeled 1 through 6, it is impossible to get a 7. You can say that the number of ways to get a 7 is 0. So the probability of “getting a 7” is 06 or 0. If you roll a number cube labeled 1 through 6, it is certain that you will get a number less than 7. The number of outcomes in this event is 6 (all the numbers from 1 to 6). Thus, the probability of “getting less than 7” is 66 or 1.

In general, a probability of 0 means the event is impossible and a probability of 1 means the event is certain to happen.

Probability Exercises

Match the descriptions to the vocabulary words.

  1. one possible result
  2. the set of all possible results
  3. when you cannot say the next thing that will happen
  4. an action that has different random results that you can name
  5. doing the experiment one time
  6. a description of several possible results or outcomes

event
experiment
outcome
random
sample space
trial

For each experiment, write the sample space.

  1. Picking a ball out of a box with a red, orange, yellow, and green ball
  1. Tossing three coins simultaneously
  1. Rolling two number cubes, each labeled 1 through 6

Fill in the blanks. Each blank could represent a word, a phrase, or a number.

  1. Probability of an event is defined to be the number of ______ over the number of ______.
  1. The least value for the probability of an event is ______.

The greatest value is ______.

  1. A probability of 0 means the event is ______.

A probability near 0 means the event is ______.

  1. A probability of 1 means the event is ______.

A probability near 1 means the event is ______.

Find the probability of each event.

  1. Experiment: Pick a card at random from a standard deck of 52 cards.

Event: Picking a diamond

  1. Experiment: A box has a green, orange, and purple ball and you pick one at random.

Event: Picking a purple ball

  1. Experiment: Flip two coins.

Event: Getting exactly one head

  1. Experiment: Roll one number cube.

Event: Getting at least 3

  1. Experiment: Roll a pair of number cubes.

Event: Getting the same number on the two cubes

  1. Experiment: Roll a pair of number cubes.

Event: Getting a sum of 9

  1. Experiment: 100 raffle tickets are sold and you buy all of them. One is picked at random.

Event: You win the raffle.

  1. Experiment: 100 raffle tickets are sold and you do not buy a ticket. One is picked at random.

Event: You win the raffle.

  1. You step into an elevator on the first floor of a 10-story building. A random person steps on after you. What is the probability that they are going to the same floor as you?
  1. You step off the elevator in an office building that you have never been to. You are in the middle of a hallway and can go left or right. At both ends of the hall there are halls where you can choose to go left or right. If you choose randomly, and there is only one way to get to your destination, what is the probability you will get there on your first try?

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