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Classroom Activities Author Level Technology

Intro to the Central Limit Theorem

Students discover the Central Limit Theorem by simulating rolls of two, four, and seven number cubes via the random number generator.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
9272

Independence is the Word

Students use a simulation to find the experimental probability of independent events.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
9177

It's To Be Expected

Students use a tree diagram to find theoretical probabilities and use this information with lists to find the expected value.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
9017

Too Many Choices!

Students investigate the fundamental counting principle, permutations, and combinations.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
9285

Makin' It Through The Winter

Students simulate a binomial distribution and calculate probabilities for a variety of situations involving binomial probability distributions.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
9513

Probability Simulations

In this activity, students use the random integer (randInt) command to simulate probability experiments. They also graph the number of trials and corresponding probabilities to observe the Law of Large Numbers. Simulated experiments involve tossing a coin, spinning a spinner, and observing the sex of children in a family.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
8725

How Many? (Stats)

Students explore Bernoulli Probabilities. They will use them to calculate the probabilities of various single and cumulative events.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
8627

To Toss or To Simulate?

Students use the RandInt() command to simulate the tossing of a coin and the rolling of a die. They will collect data for several trials and use the information to investigate the Law of Large Numbers.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
9277

Geometric Distributions

Students simulate a geometric distribution of rolling a die to determine experimental probabilities and calculate theoretical probabilities.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-84 Plus C Silver Edition
  • TI-84 Plus CE
8837

How Random!

Students use simulations and graphs to explore the common sense notion that repeatedly flipping a coin results in "heads up" about half of the time. First, they simulate an experiment by representing single coin flips with random numbers. Next, they use a given formula to simulate multiple coin flips at once, allowing them to perform a large number of trials easily. Lastly, they create a histogram of their data, observing that the data clusters around the mean.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
  • TI-89 / TI-89 Titanium
4737

NUMB3RS - Season 3 - "Waste Not" - Sharpshooter

It is believed that an unusually high occurrence of cancer in a small area may represent a "cancer cluster." Because this is rare, it is more likely to be a case of "Texas Sharpshooting." For example, suppose a person randomly shoots a gun several times at the side of a barn and draws a circle around the holes that are closest to each other. Since they fit in a 'cluster,' the person declares himself to be a Texas Sharpshooter.
Students will examine and simulate Texas Sharpshooting.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
4760

NUMB3RS - Season 3 - "The Art of Reckoning" - Spies Like Us

In "The Art of Reckoning," Charlie discusses the security of a prison. "It's a hyper-secure system, but prisoners have nothing to do except think about how to crack it. Like two opposing armies." Charlie explains that analyzing such a situation involves determining the 'probabilities of penetration' by considering the ratio of vulnerable points to the resources required to defend that point.
In this activity, students analyze a game in which a spy is attempting to break into a fort.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
4810

NUMB3RS - Season 3 - "Nine Wives" - Lost and Found

A young girl escaped from her "husband" and walked through the desert most of the night before collapsing. The FBI wants to reconstruct her path to determine where she was held, but she does not know what direction she walked. Don has some starting coordinates and asks Charlie to narrow the search area. He calculates the maximum distance she could have traveled in the night to estimate her starting location.
Students will simulate possible walks to narrow down the search area.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
4774

NUMB3RS - Season 3 - "Longshot" - The Odds-On Favorite

In this episode, Don brings Charlie a notebook that was found on the body. It contains horse racing data and equations. Charlie determines that the equations were designed to pick the SECOND place winner, not first place. Parts of these equations use the "logit" function, a specific probability function that uses logarithms and odds ratios. Because the logit function can get pretty complicated, this activity lays its foundations, namely the relationship between probability, odds, and odds ratios.
Alignment :   Standards  Textbook
  • 9-12
  • TI-73 Explorer™
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
4957

NUMB3RS - Season 3 - "Longshot" - Not So Great Expectations

In "Longshot," Charlie explains that the racetrack uses a pari-mutual betting system - the odds of winning vary with the amount bet on each horse. This system not only calculates proportional payoffs for the bettors, but also guarantees a profit for the racetrack owners by removing a percentage of the money bet before the rest is split among the winners.
This activity examines the mathematical expectation of the player - the amount a person can expect to win (or lose) in the long run on average.
Alignment :   Standards  Textbook
  • 9-12
  • TI-83 Plus Family
  • TI-84 Plus
  • TI-84 Plus Silver Edition
4847