Probability Theory Teacher Resources

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Schaum's Outlines: Probability and Statistics

For Students 10th - 12th Standards
This comprehensive study guide contains 897 fully solved probability and statistics problems with explanations. Topic covered includes basic probability, sampling theory, regression, and more.
Instructional Video
Khan Academy

Khan Academy: Bertrand's Paradox

For Students 9th - 10th
In this Wireless Philosophy video, Jonathan Weisberg (University of Toronto) explains Bertrand's Paradox, a famous paradox in probability theory. Beginning with the square factory example, he talks about how Bertrand's Paradox reveals a...
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: S cp.a.2/a.3/a.5 and S cp.b.7: Rain & Lightning

For Teachers 9th - 10th
This task uses the same situation to explore different concepts of probability theory. Aligns with the S-CP.A.2.; S-CP.A.3; S-CP.A.5; and S-CP.B.7 standards.
Handout
University of St. Andrews (UK)

University of St. Andrews: John Venn

For Students 9th - 10th
Good introduction to Venn's life and work. Explains especially his lifelong relationship to Cambridge. Includes links to further information on Venn's "probability theory."
Handout
Stanford University

Stanford Encyclopedia of Philosophy: Pascal's Wager

For Students 9th - 10th
This site from the Stanford Encyclopedia of Philosophy discusses the philosophical and logic merits of Pascal's Wager, as well as the objections against it. Begins with a short historical and philosophical background to put the Wager in...
Unit Plan
TED Talks

Ted: Ted Ed: Peter Donnelly Shows How Stats Fool Juries

For Students 9th - 10th
Peter Donnelly discusses probability theory and statistics in real-world scenarios in this video. [21:25]
eBook
Mathigon

Mathigon: Combinatorics: World of Math

For Students 6th - 8th
This lesson focuses on Combinatorics, a branch of mathematics which is about counting. It includes 5 sections: Factorials, Permutations, Combinations, Combinatorics and Pascal's Triangle, and Combinatorics and Probability with examples...
Instructional Video
Khan Academy

Khan Academy: Fundamentals: Bayes' Theorem

For Students 9th - 10th Standards
In this Wireless Philosophy video, Ian Olasov (CUNY) introduces Bayes' Theorem of conditional probability and the related Base Rate Fallacy. [6:20]
Website
Wolfram Research

Wolfram Math World: World's Most Extensive Mathematics Resource

For Students 9th - 10th Standards
MathWorld provides a huge mathematics encyclopedia detailing the concepts of geometry, algebra, calculus, discrete math, number theory, and other math topics--complete with formulas, diagrams, examples, and references for thorough...
Instructional Video
Khan Academy

Khan Academy: Journey Into Information Theory: Origin of Markov Chains

For Students 9th - 10th
Introduction to Markov chains.
Activity
Interactive Mathematics

Interactive Mathematics: Independent and Dependent Events

For Students 9th - 10th Standards
This tutorial explains how to distinguish between independent and dependent events. Several examples are provided to find the probability of each type of event.
Instructional Video
Sophia Learning

Sophia: Experimental and Theoretical Probability: Lesson 4

For Students 9th - 10th
This lesson discusses the difference between probability in theory and in practice. It is 4 of 5 in the series titled "Experimental and Theoretical Probability."
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: S cp.b.9: Alex, Mel, and Chelsea Play a Game

For Teachers 9th - 10th
Alex, Mel, and Chelsea play a game that has 6 rounds. In each round there is a single winner, and the outcomes of the rounds are independent. For each round the probability that Alex wins is $\frac{1}{2}$, and Mel is twice as likely to...
Activity
Ministry of Education and Universities of the Region of Murcia (Spain)

Ministerio De Educacion Y Ciencia: El Azar Y La Probabilidad.

For Students 9th - 10th Standards
In Spanish. This is an interactive activity which introduces the basic concepts of probability theory. This unit ends with a first look at the probability of compound events.
Activity
Texas Instruments

Texas Instruments: Numb3 Rs: Filtering Suspects

For Teachers 9th - 10th
Based off of the hit television show NUMB3RS, this lesson introduces students to the concept of conditional probability (with a couple of references to Bayesian filtering). The lesson is framed in the context of a series of suspects who...
Activity
Texas Instruments

Texas Instruments: Numb3 Rs: Lost and Found

For Teachers 9th - 10th
Based off the hit television show NUMB3RS, this lesson introduces students to chaos theory, and specifically Levy flight paths. These allow students to "trace back" where an object may have originated, given its endpoint. This lesson is...
Handout
University of St. Andrews (UK)

University of St. Andrews: George Polya

For Students 9th - 10th
This University of St. Andrews site offers a biography of George Polya. Many links are provided.
Handout
University of St. Andrews (UK)

University of St. Andrews: Jacob (Jacques) Bernoulli

For Students 9th - 10th
This site, which is provided for by the University of St. Andrews, contains information on the life of Bernoulli.
Handout
University of St. Andrews (UK)

University of St. Andrews: Georges Louis Seclerc Comte De Buffon

For Students 9th - 10th
This University of St. Andrews site contains a brief overview of this mathematician's accomplishments.
Handout
Wolfram Research

Wolfram Math World: Sets

For Students 9th - 10th Standards
This page discusses sets and set theory in mathematics and probability, and it discusses the notation and properties of sets.
Handout
US Holocaust Memorial Museum

U.s. Holocaust Memorial Museum: Protocols of the Elders of Zion: Timeline

For Students 9th - 10th
A chronology of the conspiracy theory deliberately created in a book, probably by Russian secret police in the late 19th century, and how that text has been used in the last 100+ years by various groups to justify antisemitic actions.
Handout
Rice University

Hyper Stat Online Statistics Textbook: Trend Analysis

For Students 9th - 10th Standards
A series of pages that help us understand testing one or more components of a trend using specific comparisons, a set of coefficients, error analysis of variance and the probability value.
Unit Plan
TeachEngineering

Teach Engineering: It's a Connected World: The Beauty of Network Science

For Teachers 9th - 10th
Students learn about complex networks and how to use graphs to represent them. They also learn that graph theory is a useful part of mathematics for studying complex networks in diverse applications of science and engineering, including...
Handout
University of St. Andrews (UK)

University of St. Andrews: Christiaan Huygens

For Students 9th - 10th
This University of St. Andrews site contains biographical information and findings of Christiaan Huygens.

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