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Programming Optimization Methods for Applications in Statistics (Statistics and Computing): James E. Gentle

Posted on 2010-03-16




Name:Programming Optimization Methods for Applications in Statistics (Statistics and Computing): James E. Gentle
ASIN/ISBN:0387403167
Language:English
File size:3.95 Mb
ISBN: 0387403167
Publish Date: 2006-01
File Type: PDF (OCR)
Pages: 400 pages
File Size: 3.95 Mb
Other Info: Springer-Verlag New York Inc.
   Programming Optimization Methods for Applications in Statistics (Statistics and Computing): James E. Gentle

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Optimization Methods for Applications in Statistics (Statistics and Computing): James E. Gentle

Table of Contents

Statistical Methods as Optimization Problems * Numerical Computations * Basic Definitions and Properties of Functions * Solution of Nonlinear Systems of Equations * Unconstrained Descent Methods in Dense Domains * Unconstrained Combinatorial Optimization; Other Direct Search Methods * Optimization Under Constraints * Optimization Under Constraints * Multiple Extrema and Multiple Objectives * Applications in Statistics * Software

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