James E. Gentle

Optimization Methods for Applications in Statistics

• Gebundenes Buch

Produktbeschreibung

This is the fourth in a series of books on statistical computing by James Gentle.

Produktdetails

• Statistics and Computing
• Verlag: Springer, Berlin
• Artikelnr. des Verlages: 10936290
• Seitenzahl: 400
• Erscheinungstermin: Mai 2012
• Englisch
• Abmessung: 235mm x 155mm
• ISBN-13: 9780387403168
• ISBN-10: 0387403167
• Artikelnr.: 14776760

Inhaltsangabe

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