College --Undergrad Lower Division

  • Whatever the progress of human knowledge, there will always be room for ignorance, hence for chance and probability. is a quote by French mathematician Emile Borel (1871 - 1956). The quote may be found on page 12 of his 1914 book "Le hasard"
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  • The world of science lives fairly comfortably with paradox. We know that light is a wave and also that light is a particle. The discoveries made in the infinitely small world of particle physics indicate randomness and chance, and I do not find it any more difficult to live with the paradox of a universe of randomness and chance and a universe of pattern and purpose than I do with light as a wave and light as a particle. Living with contradiction is nothing new to the human being is a quote by American young adult fiction author Madeline L'Engle (1918-2007). The quote is on page 125 of her 1988 book "Two-Part Invention: The Story of a Marriage".
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  • Beware of bugs in the above code; I have only proved it correct, not tried it. is a quote from American computer scientist Donald E. Knuth (1938 - ). The quote was written on March 22, 1977 as the last sentence of a five-page memo entitled "Notes on the van Emde Boas construction of priority deques: An instructive use of recursion."
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  • Although we often hear that data speak for themselves, their voices can be soft and sly. is a quote by American statistician Charles Frederick Mosteller (1916 - 2006). The quote is found on page 234 of his 1983 book "Beginning Statistics with Data Analysis".
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  • I am not surely always in the wrong; 'Tis hard if all is false that I advance, A fool must now and then be right by chance. is a quote from English poet William Cowper (1731 - 1800. The quote comes from three lines in his 1782 poem "Conversation."
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  • A searchable database of approximately 600 applets for teaching introductory statistics topics, including graphical displays, descriptive statistics, probability concepts, random variables, sampling and sampling distributions, confidence intervals, hypothesis testing, ANOVA, chi-square tests, correlation and regression, time series and forecasting, decision analysis, and quality control charts. Applets are arranged by topic and intended use. Information on each applet includes source and url as well as a brief description.

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  • A sketch by Anastasia Mandel reinterpreting Judith with the Head of Holofernes by Cristofano Allori (1615) with the statistical caption "Segmentation; this one even helped to disperse an army." This is part of a collection of sketches by Anastasia Mandel 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 sketch by Anastasia Mandel reinterpreting Woman Holding a Balance by Johannes Vermeer (1662-63) with the statistical caption "Sample balancing: "A false balance is abomination to the LORD, but a just weight is his delight.", Proverbs, 11:1" This is part of a collection of sketches by Anastasia Mandel 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 joke that might be used in comparing Bayesian and frequentist interpretations of probability attributed to statistician Xiao-Li Meng.
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  • Uncertainty is the only certainty there is, and knowing how to live with insecurity is the only security. is a quote by American mathematician and Temple University professor John Allen Paulos (1945 - ). The quote is found in his 2003 book "A Mathematician Plays the Stock Market" where he is referencing something told to him by his father.
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