Introduction to the Concept of
Probability
Abstract
An activity and two discussions of this lesson introduce the concept of
probability and the basic set operations that are useful in solving probability
problems that involve counting outcomes. This material is the basis of the
so-called naive probability theory. In contrast with axiomatic
probability theory that deals with abstract, axiom-driven concepts, the
naive theory is built upon intuitive and experimental knowledge.
Objectives
Upon completion of this lesson, students will:
- have clarified the definition of probability
- have learned about outcomes in probability
- know how to calculate experimental probability
Standards
The activities and discussions in this lesson address the following
NCTM standards:
Data Analysis and Probability
Understand and apply basic concepts of probability
- understand and use appropriate terminology to describe complementary and mutually exclusive events
- use proportionality and a basic understanding of probability to make and test conjectures about the results of experiments and simulations
- compute probabilities for simple compound events, using such methods as organized lists, tree diagrams, and area models
Links to other standards.
Student Prerequisites
- Arithmetic: Students must be able to:
- use addition, subtraction, multiplication and division to solve set operations problems
- calculate experimental probability when given the formula
- keep simple records of data
- Technological: Students must be able to:
- perform basic mouse manipulations such as point,
click and drag
- use a browser such as Netscape for experimenting with
the activities
Teacher Preparation
Students will need:
- Access to a browser
- Pencil and Paper
- Crazy Choices Worksheet
- In the Crazy Choices Game if the game is simulated
using different random number-generating devices, some of the following will be needed:
- dice with various numbers of sides
- spinners
- bags of numbered lotto chips, or chips of several colors, or marbles of
several colors
- coins
- The Crazy Choices Game Tally Table can be printed for
each student or group of students to keep track of their data in the Crazy Choices Game.
- The Events and Set Operations discussion
is best illustrated with color diagrams. Pens, pencils or crayons of 3-5
different colors (a set for each student or each group of students working
independently) will help to visualize the ideas and to make problem solving more
fun.
Key Terms
This lesson introduces students to the following terms through the included discussions:
Lesson Outline
- Focus and Review
Remind students what has been learned in previous lessons that will be pertinent to this lesson and/or
have them begin to think about the words and ideas of this lesson:
- In science have any of you ever done an experiment that you thought would turn out one way,
but it ended up doing something different?
- Objectives
Let the students know what it is they will be doing and learning today. Say something like
this:
- Today, class, we are going to begin learning about probability.
- We are going to use the computers to learn about probability,
but please do not turn your computers on until I ask you to. I want to show you a little about
this activity first.
- Teacher Input
- In science you do things over and over to make sure you have the correct results. Well,
in math you repeat things over and over to make sure your experimental results are as close
to the theoretical result as possible. The actual results from your experiments are called
statistics. While the possibility you may or may not get a certain result
has to do with probability.
- Lead a discussion, based on the Crazy Choices Game, of
Outcomes and Probability to introduce the ideas of "outcome" and "probability."
- Lead a discussion on statics versus probability
- Guided Practice
- Have the Students play the Crazy Choices Game
to show how probabilities can be compared experimentally, and to help students understand the
definition of probability.
- Students can play the game in groups (2-10 people per group) using computer(s) or various
random number generating devices (dice, spinners, etc.). The software keeps the necessary
statistics:
- number of games played
- number of times each player won
- experimental probability of winning
- If students play the game using hands-on materials, they may want to keep track
of this data using the Crazy Choices Game Tally Table
that can be reproduced for each group of students. Students should play a lot of games (50-100)
if they want to obtain reliable statistics. The goal of the game is to determine which
player has better chances of winning if players use different devices to
determine whether they win. For example, to compare the chances of the player
who flips a coin (winning in 1 out of 2 possible outcomes) and the chances of
the player who rolls a six-sided die (winning if it rolls a 1 or 2, or in 2 out
of 6 possible outcomes).
- The advantage of the software is that it can simulate many games in a single run.
This saves time, and helps students see how experimental probabilities get closer and
closer to theoretical probabilities (the Law of Large Numbers).
- Students can try to answer the following questions individually, in group discussions or in
discussion with the mentor. Each group of students can answer the whole set of
questions, later sharing their answers and discussing them with other groups in
order to refine the definitions and understanding.
- In the Crazy Choices Game, each player won in so many outcomes out of so
many total outcomes. How can we define an outcome?
- If the total number of outcomes is the same for all players, it is easy to
compare their chances. For example, the player who has four winning numbers on a
six-sided die will win twice as often as the player who has two winning numbers.
How do we compare the chances of the players if the total number of outcomes is
different? Can we do it with experiments? Can we predict the results of the
experiments approximately?
- What happens to experimental probabilities when we collect more and more
data on the same game?
- Next, initiate a discussion about Events and Set Operations.
- Independent Practice
- Discussions of sets work best when they are based on problems,
and when students can draw or use manipulatives to work on the problems.
Students can work in small (2-4 people) groups, each group discussing a few
problems and trying to answer the following questions in the process. Each group
can draw a problem from Sample Problems on Set Operations and then
come up with several more of their own problems of the same sort.
- What is the union of sets? Can you find out how many elements are
in the union if you know how many are in each set? What other things do you need
to know to answer that question?
- What is the intersection of sets?
- If each set describes an event, what events are described by the union
and the intersection?
- Students will minimize confusion if they solve a problem or two before
attempting to answer the questions. They can start by answering the questions
about the problems they solved, and then trying to generalize the answer. After
each group works on the questions for a while (with the mentor helping each
group as needed), all students can share and discuss their answers to the
questions.
- Closure
- You may wish to bring the class back together for a discussion of the findings.
Once the students have been allowed to share what they found, summarize the results of
the lesson.
Alternate Outlines
This lesson can be rearranged in several ways.
- Combine this lesson with the Ideas That Lead to Probability lesson to
give students an understanding of randomness and fair choice along with the concepts introduced
here in one single lesson.
- Have the students first try playing the Crazy Choices Game
using random number generators and recording their data on the
Crazy Choices Game Tally Table, and then show them how quickly the computer
can run the experiments for them. Point out how the more times the game is run, the closer the results
get to the theoretical probability.
- Encourage the students to use colored pencils or pens to illustrate the solutions to the
Sample Problems on Set Operations.
- If not used earlier, use the Probability vs. Statistics
discussion to demonstrate the difference between these two concepts.
Suggested Follow-Up
After these discussions and activities, the students will have
a clearer understanding of probability, outcomes, and set operations.
If students have not yet seen Unexpected Answers, have them
continue their exploration of probability and observe some unusual examples of probability games.
After that, continue with Probability and Geometry, which brings to light
the subtle difference between defining probability by counting outcomes and defining probability
by measuring proportions of geometrical characteristics.
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