Evolutionary Statistical Procedures An Evolutionary Computation Approach to Statistical Procedures Designs and Applications /

• Main Authors: Baragona, Roberto (Author), Battaglia, Francesco (Author), Poli, Irene (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Statistics and Computing,
• Subjects: Statistics.; Laboratory medicine.; Computer graphics.; Algorithms.; Social sciences.; Statistics and Computing/Statistics Programs.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Laboratory Medicine.; Methodology of the Social Sciences.

This proposed text appears to be a good introduction to evolutionary computation for use in applied statistics research. The authors draw from a vast base of knowledge about the current literature in both the design of evolutionary algorithms and statistical techniques. Modern statistical research i...

Table of Contents:

• Introduction
• Evolutionary Computation
• Evolving Regression Models
• Time Series Linear and Nonlinear Models
• Design of Experiments
• Outliers
• Cluster Analysis.