Hi All,

Pearson Correlation, Spearman Correlation, Normal distribution, Binomial distribution, Poisson distribution, one-sample tests of hypothesis, two-sample tests of hypothesis, ANOVA, nonparametric tests like Wilcoxon, Kruskal-Wallis, etc.

I am revamping my statistics knowledge and there is really a lot to process. I was wondering if you have come across any cheatsheets which summarize all use cases?

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Hello Ekaterina,

You'll find all that you need and more on DSC's Statistics Channel located here: https://www.statisticshowto.datasciencecentral.com/

Here is the link with the search: https://www.statisticshowto.datasciencecentral.com/?s=cheat+sheet

I hope you find this helpful and good luck.


Thank you, Tim! Much appreciated, although StatistiscsHowTo is a good Wiki but what I am looking is more systematized knowledge in the form, for example, a table with 'When to use' and 'When not to use', etc,, etc., ect.

Hi Ekaterina,

Actually, thanks for your question as it reminded me to update my resources.  Here are two links that I think provide the holistic perspective you are requesting.

  1. Statistics encompassing the kitchen sink:  https://github.com/ml874/Data-Science-Cheatsheet/blob/master/data-s...
  2. Minitab has a great learning webstie:  https://support.minitab.com/en-us/minitab-express/1/help-and-how-to...

Good luck in continuing to add to your knowledge -- it has been a lifelong endeavor for me ;>)


Thank you! Much appreciated - the GitHub resources is what I need!


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