Advanced Data Analysis from an Elementary Point of View

Advanced Data Analysis from an Elementary Point of View
by Cosma Rohilla Shalizi

Publisher: Cambridge University Press 2013
Number of pages: 586

Description:
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.