Complexity Explorer Santa Fe Institute


Technical Book

Advanced Data Analysis from an Elementary Point of View

This is a draft textbook on data analysis methods, intended for a one-semester course for advance undergraduate students who have already taken classes in probability, mathematical statistics, and linear regression. It began as the lecture notes for 36-402 at Carnegie Mellon University.

Author
Shalizi, Cosma Rohilla
Topics
Statistics, Modeling, Data Science
URL
http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/

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