Every statistical test to check feature dependence

Correlation and hypothesis tests for different datatypes and assumptions

This post covers the statistical tests to detect dependence between pairs of feature, irrespective of their datatype, and the which test to use based on the properties of your data.

You would often find yourself using statistical tests during exploratory data analysis. In a supervised setting, it could be to see if there is a dependence between feature and target variables, so as to decide …

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