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Advanced Data Analysis from an Elementary Point of View

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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. By making this draft generally available, I am not promising to provide any assistance or even clarification whatsoever. Comments are, however, generally welcome. The book is under contract to Cambridge University Press; it should be turned over to the press at the end of 2013 or beginning of 2014 in early before the end of 2015 by the end of 2018 2019, inshallah when I can manage. A copy of the next-to-final version will remain freely accessible here permanently. Complete draft in PDF Directory of chapter-by-chapter R files for examples Directory of data sets used in examples (Text last updated 15 February 2024; this page last updated 15 January 2024)

Advanced Data Analysis from an Elementary Point of View Advanced Data Analysis from an Elementary Point of View by Cosma Rohilla Shalizi 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. By making this draft generally available, I am not promising to provide any assistance or even clarification whatsoever. Comments are, however, generally welcome. The book is

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