# Resource Library

#### Statistical Topic

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• ### Poem: Statistical Anomalies becoming the Norm

A climate change related poem describing the numerous record temperature values being set (expressing that as unusual under a model of no overall warming but the norm in reality).  The poem was written by author with pen name Anubis the Philosomancer in July 2013 and posted on the poetry website hello poetry.com

• ### Joke: State Shapes

A joke relating the voting preferences of certain states with the shape of a map of the states (i.e. the shape they take if viewed as a histogram).  The joke was written in 2019 by Larry Lesser from The University of Texas at El Paso.

• ### Song: 99 Bottles of Beer

A song to discuss how a confidence interval made for a population parameter will be biased if the sample is biased (e.g. starting with a random sample of n=100 but then having individuals drop out one at a time based on a non-ignorable reason).  The song was written IN MARCH 2019 by Lawrence Lesser, The University of Texas at El Paso, and Dennis Pearl, Penn State University, using the mid-20th century recursive folk song "99 Bottles of Beer." The idea for the song came from an article by Donald Byrd of University of Indiana in the September 2010 issue of Math Horizons where he suggested using the song for various learning objectives in Mathematics Education.

• ### Poem: Pi-Ku

A poem generally celebrating statistics.  The poem was written by Sally Maughan and was chosen as the winner of an online contest seeking a Pi-Ku in the online mathematics education journal Aperiodical in 2020. A "Pi-ku" is like a Haiku except, instead of a 5-7-5 structure, it uses a 3-1-4 structure (the first three digits of π.

• ### Song: Maxwell's Visual

A song to be used in discussing the value of visualizations in telling a data story along with the importance of using "clean" data in doing so.   The lyrics were written by Dennis K Pearl from Penn State University in July, 2022.  May be sung to the tune of "Maxwell's Silver Hammer" written by Paul McCartney and released by the Beatles in 1969.

• ### Poem: Lottery Strategy

This limerick was written April 2021 by Larry Lesser of The University of Texas at El Paso to be used as a vehicle for discussing probabilities and expected values involved in playing a typical pari-mutuel lottery.  The limerick was also published in the June 2021 issue of AmStat News.

• ### Poem: Significance

This limerick was written in April 2021 by Larry Lesser of The University of Texas at El Paso to be used as a vehicle for​ discussing the issues and pitfalls of using .05 as a bright-line threshold for declaring statistical significance, in light of ASA recommendations.  The poe was also published in the June 2021 AmStat News.