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The Little Handbook of Statistical Practice
This handbook explains a number of statistical concepts. The author explains the purpose of the site as an attempt to "describe, for better or worse, what I do rather than simply present theory and methods as they appear in standard textbooks." The site begins with some foundation information, such as cause and effect, and continues with the "basics" and continues all the way to ANOVA and Logistic Regression. A lot of the information is supported with graphs and formulas.
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