Bootstrapping for Inferential Statistics

Data Scientist’s Toolkit — bootstrapping, sampling, confidence intervals, hypothesis testing

Samarth Agrawal
Towards Data Science
5 min readSep 5, 2019

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Bootstrap is a powerful, computer-based method for statistical inference without relying on too many assumption. It’s just magical to form a sampling distribution just from only one sample data. No formula needed for my statistical inference…

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15 years in Data Science. I'm sharing valuable tips, ideas, and code snippets on Machine Learning & Deep Learning