Statistical Inference & Techniques

  • A sketch by Anastasia Mandel reinterpreting "Fruit Displayed on a Stand" by Gustave Caillebotte (1882) with the statistical caption "Cluster analysis: apples to apples, nuts to nuts - a statistician's dream." This is part of a collection of sketches by Anastasia Mandel and their accompanying statistical captions written by Stan Lipovetsky and Igor Mandel that took first place in the cartoon & art category of the 2009 A-Mu-sing contest sponsored by CAUSE. The collection and their accompanying statistical captions discussed in the paper "How art helps to understand statistics" (Model Assisted Statistics and Applications, 2009) by Stan Lipovetsky and Igor Mandel in volume 4 pages 313-324. Free to use in classrooms and on course websites.
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  • A cartoon to teach the idea that sampling variability depends on the size of the sample, and not on the size of the population (as long as the sample is a small part of the population). Cartoon drawn by British cartoonist John Landers based on an idea from Dennis Pearl. Free to use in the classroom and for course websites.

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  • A cartoon to teach about the need to think carefully about the assumptions underlying a statistical model (also uses the idea that you can multiply chances for independent events to find the chance that they all occur). Drawn by British cartoonist John Landers based on an idea from Dennis earl. Free to use in the classroom and on course websites.

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  • Webinar recorded May 9, 2006 presented by Carl Lee of Central Michigan University and hosted by Jackie Miller of The Ohio State University. Do you use hands-on activities in your class? Would you be interested in using data collected by students from different classes at different institutions? Would you be interested in sharing your students' data with others? Does it take more time than you would like to spend in your class for hands-on activities? Do you have to enter the hands-on activity data yourself after the class period? If your answer to any of the above questions is "YES", then, this Real-Time Online Database approach should be beneficial to your class. In this presentation, Dr. Lee (1) introduces the real-time online database (stat.cst.cmich.edu/statact) funded by a NSF/CCL grant, (2) demonstrates how to use the real-time database to teach introductory statistics using two of the real-time activities and (3) shares with you some of the assessment activities including activity work sheets and projects.
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  • Webinar presented by Roger Woodard of North Carolina State University and Ginger Rowell of Middle Tennessee State University and hosted by Jackie Miller of The Ohio State University on June 13, 2006. Many people would like to use online resources in their classrooms. However, the typical online applet does not have supporting materials that allow the teacher to introduce them into the classroom. Instructors that simply point students to a website without specific instructions and planning may find that the students do not achieve the desired learning outcomes from using the applet. In this webinar Dr. Woodard presented a basic framework that instructors can use to plan and implement the use of online materials in the classroom. These are illustrated with examples that have been field tested in courses at NCSU and at MTSU.
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  • Always expect to find at least one error when you proofread your own statistics. If you don't, you are probably making the same mistake twice. Quote of american demographer Cheryl Russell appearing in "Rules of Thumb" by Tom Parker (Houghton Mifflin, 1983) p. 124. Also to be found in "Statistically Speaking the dictionary of quotations" compiled by Carl Gaither and Alma Cavazos-Gaither p. 81
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  • Are no probabilities to be accepted, merely because they are not certainties. Quote of English novelist Jane Austen (1775 - 1817) appearing in her book "Sense and Sensibility, volume 1" (T. Egerton, 1811) p. 41. The quote was spoken by the character Mrs. Dashwood in a conversation with her daughter Elinor. Also to be found in "Statistically Speaking the dictionary of quotations" compiled by Carl Gaither and Alma Cavazos-Gaither p. 159

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  • This song describes the benefits of using a prior distribution to capture information already known about a topic under study. The lyrics are by Mark Glickman and may be sung to the tune of The Shocking Blue's 1969 song "Venus." The accomanying mp3 recording was produced on May 17, 2008 (Mark Glickman - vocal and guitar)

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  • This song extols the value of Bayesian thinking. The song was written by Mark Glickman and may be sung to the tune of The Zombie's 1968 song "Time of the Season" written by Rod Argent. The mp3 was recorded on May 24 2008 (Mark Glickman - vocals). This song was first performed live in June 2006 at "Eighth Valencia World Meeting on Bayesian Statistics" in Benidorm, Spain, by Mark Glickman, Brad Carlin, Jennifer Hill, and David Heckerman.

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  • This song describes the pitfalls of using a steep prior in a Bayesian analysis that is not based on an underlying understanding of the problem. The lyrics were written by Mark Glickman and may be sung to the tune of The Four Seasons' 1975 song "December, 1963 (Oh What a Night)" written by Bob Gaudio and Judy Parker. The mp3 was recorded July 9, 2008 (Mark Glickman - vocals).

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