Complexity Explorer Santa Few Institute

Explore


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.

Institution
Carnegie Mellon University
Country
United States of America
Author
Shalizi, Cosma Rohilla
Topics
Statistics, Modeling, Data Science
URL
http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/