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  • A song to be used in discussing the idea that a low P-value indicates that the null hypothesis is a poor explanation of the data. The lyrics were written by Mary McLellan from Aledo High School in Aledo, Texas as one of several dozen songs created for her AP statistics course. The song may be sung to the tune of the 1952 song “Hound Dog,” written by Jerry Leiber and Mike Stoller and recorded by Willie Mae Thorton and later popularized by Elvis Presley. Also, an accompanying video may be found at
    https://www.youtube.com/watch?v=Ia9HYMHgqzM

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  • A game to aid in the active learning of significance testing including power and the limitations of p-values. Statistically Grounded is an on-line game that introduces multivariate issues in a simplified game environment. Students are asked to serve as a consultant for their friend, Joe. Joe is starting his own coffee company and students help him design a study to determine whether factors, such as location, time of day, price, type of music, or some combination of these influence sales. The on-line game allows students to design a study, sample data, and make suggestions on how Joe's business should be run. The game then simulates several months of business based on student's suggestions. The goal is to design a plan that will earn the most sales and make the largest amount of profits. The TigetSTAT labs handouts were created by Rod Sturdivant (Ohio State University) and John Jackson (West Point) as part of the Stat2Labs collection at Grinnell College
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  • A song about the various cautions that go with interpreting the P-value especially the large sample caution, a strict reliance on the 5% significance level, and errors in interpreting results as proof of a hypothesis. The song and musical arrangements in the video were written by Michael Greenacre of Universitat Pompeu Fabra, Barcelona and may be sung to the tune of Irving Berlin's "There's no business like show business." The lyrics were sung by Gurdeep Stephens in the recording. The video took second place in the 2015 A-mu-sing contest.
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  • A cartoon to accompany a discussion of outliers and their posible underlying causes. Cartoon by John Landers (www.landers.co.uk) based on an idea from Dennis Pearl (The Ohio State University). Free to use in the classroom and on course web sites.
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  • A cartoon to teach about finding P-values in significance testing. Cartoon by John Landers (www.landers.co.uk) based on an idea from Dennis Pearl (The Ohio State University). Free to use in the classroom and on course web sites.
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  • The plural of anecdote is not data. Attributed to American economist Roger E. Brinner in the on-line list of quotes at www.keypress.com/fathom/fathom1/quotes.html
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  • This site discusses types of data, stem and leaf plots, mean and median, histograms, and barcharts. Exercises are also provided, as well as their corresponding answers.
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  • This Compendium describes distributions appropriate for the modeling of random data. The number of distributions (56) is large, including: 1. Continuous distributions (30), (Symmetric (11) and Skewed (19)) 2. Continuous binary mixtures(17), 3. Discrete distributions (5), 4. Discrete binary mixtures (4), All formulas are shown in their fully-parametrized form, not the standard form. Many of the formulas given are seldom described. Random variate generation is included where feasible.
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  • The 29-item attitudinal scale consists of two subscales: attitude toward the field of statistics (20 items) and attitude toward the course (9 items). Students are asked to respond to how they currently feel about a statement (i.e., "I feel that statistics will be useful to me in my profession") using a 1 (strongly disagree) to 5 (strongly agree) response scale.
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  • This tutorial on Random Variables helps students understand the definition of random variables, recognize and use discrete random variables, recognize and use continuous random variables, and solve exercise problems using random variables.
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