Gianluca Malato
1 min readFeb 2, 2019

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I’m sorry, but I don’t agree with the t test definition. It’s not supposed to tell you if two distributions are equal. It’s supposed to tell you if two means are similar (or if a mean value is similar to a known expected value). Concerning the normality assumption, I’ve always had some doubts. The mean value of N independent, finite variance random variables converges to a normal distribution, so the normality assumption is quite satisfied. If the sample is too small, we can’t even talk about normality. That’s why Gosset introduced the t distribution. It can be considered as a finite-size version of the normal distribution.

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Gianluca Malato
Gianluca Malato

Written by Gianluca Malato

Theoretical Physicists, Data Scientist and fiction author. I teach Data Science, statistics and SQL on YourDataTeacher.com. E-mail: gianluca@gianlucamalato.it

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