Link

The following are links to relatively simple explanations on tests of significance and how to perform some of them. These are basic documents, so are far from being comprehensive:

http://statistics.uchicago.edu/~s220e/Lect/lec13.pdf

http://faculty.etsu.edu/gardnerr/1530/Chapter15.pdf

http://www.resample.com/content/text/20-Chap-16.pdf

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