Introduction to Optimization Methods and Their Application in Statistics - Couverture rigide

Everitt, B.

 
9780412272103: Introduction to Optimization Methods and Their Application in Statistics

Synopsis

Optimization techniques are used to find the values of a set of parameters which maximize or minimize some objective function of interest. Such methods have become of great importance in statistics for estimation, model fitting, etc. This text attempts to give a brief introduction to optimization methods and their use in several important areas of statistics. It does not pretend to provide either a complete treatment of optimization techniques or a comprehensive review of their application in statistics; such a review would, of course, require a volume several orders of magnitude larger than this since almost every issue of every statistics journal contains one or other paper which involves the application of an optimization method. It is hoped that the text will be useful to students on applied statistics courses and to researchers needing to use optimization techniques in a statistical context. Lastly, my thanks are due to Bertha Lakey for typing the manuscript.

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Autres éditions populaires du même titre

9789401079174: Introduction to Optimization Methods and their Application in Statistics

Edition présentée

ISBN 10 :  940107917X ISBN 13 :  9789401079174
Editeur : Springer, 2013
Couverture souple