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: A Minimum of Stochastics for ScientistsA Minimum of Stochastics for Scientists
by - Caltech
The book introduces students to the ideas and attitudes that underlie the statistical modeling of physical, chemical, biological systems. The text contains material the author have tried to convey to an audience composed mostly of graduate students.
(10896 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.
(8670 views)
Book cover: Stochastic Integration and Stochastic Differential EquationsStochastic Integration and Stochastic Differential Equations
by - University of Texas
Written for graduate students of mathematics, physics, electrical engineering, and finance. The students are expected to know the basics of point set topology up to Tychonoff's theorem, general integration theory, and some functional analysis.
(12944 views)
Book cover: Non-Uniform Random Variate GenerationNon-Uniform Random Variate Generation
by - Springer
The book on small field on the crossroads of statistics, operations research and computer science. The applications of random number generators are wide and varied. The study of non-uniform random variates is precisely the subject area of the book.
(13617 views)