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Collected Works of Geoffrey J. McLachlan

Geoffrey J. McLachlan
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A01=Geoffrey J. McLachlan
Analyzing Microarray Gene Expression Data
Author_Geoffrey J. McLachlan
Category=PB
discriminant analysis
Discriminant Analysis and Statistical Pattern Recognition
EM algorithm
EM algorithm applications
EM algorithm implementation
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finite mixture model application
finite mixture model approach
finite mixture model implementation
finite mixture model methodology
Finite Mixture Models
Geoffrey McLachlan
Geoffrey McLachlan Collected Works
microarray experimentation
pattern recognition
statistical pattern recognition
The EM Algorithm and Extensions

Product details

  • ISBN 9781118680988
  • Weight: 2880g
  • Dimensions: 163 x 242mm
  • Publication Date: 27 Feb 2013
  • Publisher: John Wiley & Sons Inc
  • Publication City/Country: US
  • Product Form: Hardback
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Description

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.
About Geoffrey J. McLachlan

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.

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