In this Python data analysis tutorial, you will learn how to perform a two-sample t-test with Python. First, you will learn about the t-test including the assumptions of the statistical test. Following this, you will learn how to check whether your data follow the assumptions.
After this, you will learn how to perform an two sample t-test using the following Python packages:
- Scipy (scipy.stats.ttest_ind)
- Pingouin (pingouin.ttest)
- Statsmodels (statsmodels.stats.weightstats.ttest_ind)
- Interpret and report the two-sample t-test
- Including effect sizes