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Nonlinear Lp-Norm Estimation.
・ISBN 978-0-8247-8125-5 hard GB£ 290.00
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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-0-203-74552-6
| 著者・編者 | Gonin, Rene, |
|---|---|
| シリーズ | Statistics: A Series of Textbooks and Monographs |
| 出版社 | (CRC Press Inc, US) |
| 出版年月 | 1989 |
| ページ数 | 320 pp. |
| 言語 | ENG |
| ニュース番号 | <M25-547> |
解説
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.