Perhaps one of the most widely used statistical hypothesis tests is the Student’s t test. Because you may use this test yourself someday, it is important to have a deep understanding of how the test works.

As a developer, this understanding is best achieved by implementing the hypothesis test yourself from scratch. In this tutorial, you will discover how to implement the Student’s t-test statistical hypothesis test from scratch in Python.

After completing this tutorial, you will know: How to Code the Student’s t-Test from Scratch in PythonPhoto by n1d, some rights reserved. This tutorial is divided into three parts; they are: Take my free 7-day email crash course now (with sample code).

Click to sign-up and also get a free PDF Ebook version of the course. Download Your FREE Mini-Course The Student’s t-Test is a statistical hypothesis test for testing whether two samples are expected to have been drawn from the same population.

It is named for the pseudonym “Student” used by William Gosset, who developed the test. The test works by checking the means from two samples to see if they are significantly different from each other. Read more from…

thumbnail courtesy of