Here, in PDF format, you have a small tutorial about the Central Limit Theorem, which states the distribution of the sum of a large number of distributions as…
You can find in the next link the distribution function for the normal distribution, percentiles for Student t and chi-square distributions, and critical values for Wald-Wolfowitz runs test and Wilcoxon rank sum test. You can access all the tables here, in PDF format.
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