Introduction to Optimization Methods and their Application in Statistics
Introduction to Optimization Methods and their Application in Statistics Optimization techniques are used to find the values of a set of parameters which maximize or minimize some objective function…
Specifikacia Introduction to Optimization Methods and their Application in Statistics
Introduction to Optimization Methods and their Application in Statistics
Optimization techniques are used to find the values of a set of parameters which maximize or minimize some objective function of interest. This text attempts to give a brief introduction to optimization methods and their use in several important areas of statistics. Such methods have become of great importance in statistics for estimation, model fitting, etc.
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 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.
Introduction to Statistics