Nov. 24, 2023, 8:44 a.m. | Shawhin Talebi

Towards Data Science - Medium

Breaking down a Maximum Likelihood-based approach with example code

This is the 2nd article in a series about Power Laws and Fat Tails. In the previous post, I gave a beginner-friendly introduction to power laws and presented 3 problems with our standard statistical tools in analyzing them. While awareness can help us avoid these problems, it is not always clear what distribution some given data follow in practice. In this article, I will describe how to objectively detect Power Laws …

data analysis data science hands-on-tutorials python statistics

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