April 26, 2023, 3:11 p.m. | Naman Agrawal

Towards Data Science - Medium towardsdatascience.com

Is Your Data Normal? The Ultimate Guide to QQ Plots Using R

Image by Pete Linforth from Pixabay

Introduction

Statistics is a mysterious field. Within its vast corpus of theories, formulations, and frameworks, lies knowledge that has profound applications across all areas of study. However, despite its tremendous success, it can be unfriendly too because a lot of its power comes from the assumptions it makes. Some of the most common assumptions include the i.i.d. assumption (independent and identically distributed) …

applications assumptions data data science distributed distribution frameworks guide independent knowledge lies math mathematics normal normality plots plotting power statistics study success

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