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.

Shalizi, Cosma Rohilla
Statistics, Modeling, Data Science