Logo

Advanced Data Analysis from an Elementary Point of View

Small book cover: Advanced Data Analysis from an Elementary Point of View

Advanced Data Analysis from an Elementary Point of View
by

Publisher: Cambridge University Press
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.

Home page url

Download or read it online for free here:
Download link
(25MB, PDF)

Similar books

Book cover: Introduction to Probability, Statistics, and Random ProcessesIntroduction to Probability, Statistics, and Random Processes
by - Kappa Research, LLC
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, sciences, finance, and other fields. It provides a clear and intuitive approach to these topics.
(4096 views)
Book cover: Markov Chains and Stochastic StabilityMarkov Chains and Stochastic Stability
by - Springer
The book on the theory of general state space Markov chains, and its application to time series analysis, operations research and systems and control theory. An advanced graduate text and a monograph treating the stability of Markov chains.
(15457 views)
Book cover: Introduction to Probability and Statistics Using RIntroduction to Probability and Statistics Using R
by
A textbook for an undergraduate course in probability and statistics. The prerequisites are two or three semesters of calculus and some linear algebra. Students attending the class include mathematics, engineering, and computer science majors.
(4060 views)
Book cover: Statistics, Probability, and Game Theory: papers in honor of David BlackwellStatistics, Probability, and Game Theory: papers in honor of David Blackwell
by - IMS
The bulk of the articles in this volume are research articles in probability, statistics, gambling, game theory, Markov decision processes, set theory and logic, comparison of experiments, games of timing, merging of opinions, etc.
(7842 views)