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Nonlinear Lp-Norm Estimation: Statistics: A Series of Textbooks and Monographs

Autor Rene Gonin
en Limba Engleză Paperback – 18 dec 2020
Complete with valuable FORTRAN programs that help solve nondifferentiable nonlinear LtandLo.-norm estimation problems, this important reference/text extensively delineates ahistory of Lp-norm estimation. It examines the nonlinear Lp-norm estimation problem that isa viable alternative to least squares estimation problems where the underlying errordistribution is nonnormal, i.e., non-Gaussian.Nonlinear LrNorm Estimation addresses both computational and statistical aspects ofLp-norm estimation problems to bridge the gap between these two fields . . . contains 70useful illustrations ... discusses linear Lp-norm as well as nonlinear Lt, Lo., and Lp-normestimation problems . . . provides all appropriate computational algorithms and FORTRANlistings for nonlinear Lt- and Lo.-norm estimation problems . . . guides readers with clear endof-chapter notes on related topics and outstanding research publications . . . contains numericalexamples plus several practical problems .. . and shows how the data can prescribe variousapplications of Lp-norm alternatives.Nonlinear Lp-Norm Estimation is an indispensable reference for statisticians,operations researchers, numerical analysts, applied mathematicians, biometricians, andcomputer scientists, as well as a text for graduate students in statistics or computer science.
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Specificații

ISBN-13: 9780367451165
ISBN-10: 0367451166
Pagini: 316
Dimensiuni: 152 x 229 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Statistics: A Series of Textbooks and Monographs

Locul publicării:Boca Raton, United States

Public țintă

Professional Practice & Development

Cuprins

1. Lp-Norm Estimation in Linear Regression 2. The Nonlinear L1-Norm Estimation Problem 3. The Nonlinear L∞-Norm Estimation Problem 4. The Nonlinear Lp-Norm Estimation Problem 5. Statistical Aspects of Lp-Norm Estimators 6. Application of Lp-Norm Estimation

Descriere

This book delineates the history of Lp-norm estimation and examines the nonlinear Lp-norm estimation problem that is a viable alternative to least squares estimation problems. It is intended for both statisticians and applied mathematicians.