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Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the growth of the new disciplines of data mining and machine learning, while the enormous success of the Human Genome Project... Google Books
Originally published: 2006
Author: Alan J. Izenman
There are various types of courses for which this book can be used, in- cluding data mining, machine learning, computational statistics, and for a traditional ...
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Aug 28, 2008 · Familiarity with multivariable calculus, linear algebra, and probability and statistics is required. The book presents a carefully-integrated ...
Important statistical methods and relevant theory for analyzing continuous multivariate data are introduced. The first half of the course examines traditional ...
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Modern Multivariate Statistical Techniques: Regression, Classification, and Manifold Learning is written by Alan J. Izenman and published by Springer.
Describes the advances in computation and data storage that led to the introduction of many statistical tools for high-dimensional data analysis.