The Collected Works of Geoffrey J. McLachlan

<p>This collection includes:</p> <p>Finite Mixture Models<br /> By: McLachlan<br /> ISBN: 9780471006268                           <br /> 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.</p> <p><br /> The EM Algorithm and Extensions, 2nd Edition<br /> By: McLachlan<br /> ISBN: 9780471201700                          <br /> <i>The EM Algorithm and Extensions, Second Edition</i> successfully provides a basic understanding of the EM algorithm by describing its inception, implementation, and applicability in numerous statistical contexts.</p> <p><br /> Analyzing Microarray Gene Expression Data<br /> By: McLachlan<br /> ISBN: 9780471226161                           <br /> 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.</p> <p><br /> Discriminant Analysis and Statistical Pattern Recognition<br /> By: McLachlan<br /> ISBN: 9780471691150                          <br /> This book provides a modern, comprehensive, and systematic account of discriminant analysis and statistical pattern recognition.</p>