Disclaimer
I am a Human-Computer Interaction researcher, and this guide is a compilation of my notes on how to choose the correct statistical test for performing research. To the best of my knowledge, the contents are accurate, however, if you choose to use them, bear in mind I am not a statistician, nor have the contents have not been validated by a statistician.