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9781118680988

The Collected Works of Geoffrey J. McLachlan

by
  • ISBN13:

    9781118680988

  • ISBN10:

    1118680987

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2013-02-18
  • Publisher: Wiley

Note: Supplemental materials are not guaranteed with Rental or Used book purchases.

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Supplemental Materials

What is included with this book?

Summary

This collection includes:

Finite Mixture Models
By: McLachlan
ISBN: 9780471006268                           
Describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts.


The EM Algorithm and Extensions, 2nd Edition
By: McLachlan
ISBN: 9780471201700                          
The EM Algorithm and Extensions, Second Edition successfully provides a basic understanding of the EM algorithm by describing its inception, implementation, and applicability in numerous statistical contexts.


Analyzing Microarray Gene Expression Data
By: McLachlan
ISBN: 9780471226161                           
Following a basic overview of the biological and technical principles behind microarray experimentation, the text provides a look at some of the most effective tools and procedures for achieving optimum reliability and reproducibility of research results.


Discriminant Analysis and Statistical Pattern Recognition
By: McLachlan
ISBN: 9780471691150                          
This book provides a modern, comprehensive, and systematic account of discriminant analysis and statistical pattern recognition.

Author Biography

Geoffrey J. McLachlan, PhD, is Professor of Mathematics at the University of Queensland, Australia. He is the author, with David Peel, of Finite Mixture Models - Wiley - and, with Thriyambakam Krishnan, of EM Algorithm and Extensions - Wiley -, among others.

Supplemental Materials

What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.

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