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

Optimization Methods for Applications in Statistics (Statistics and Computing): James E. Gentle
Springer-Verlag New York Inc. | ISBN: 0387403167 | 2006-01 | PDF (OCR) | 400 pages | 3.95 Mb

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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