Nonlinear Lp-Norm Estimation
暫譯: 非線性 Lp 範數估計
Gonin, Rene
- 出版商: CRC
- 出版日期: 2020-12-18
- 售價: $2,830
- 貴賓價: 9.5 折 $2,689
- 語言: 英文
- 頁數: 320
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367451166
- ISBN-13: 9780367451165
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商品描述
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.
商品描述(中文翻譯)
本書附有有價值的 FORTRAN 程式,幫助解決不可微分的非線性 Lt 和 Lo.-範數估計問題,這是一部重要的參考書籍/教科書,廣泛闡述了 Lp-範數估計的歷史。它探討了非線性 Lp-範數估計問題,這是一種可行的替代方案,用於最小二乘估計問題,當基礎誤差分佈為非正態,即非高斯分佈時。非線性 Lr 範數估計同時處理 Lp-範數估計問題的計算和統計方面,以彌合這兩個領域之間的差距……包含 70 幅有用的插圖……討論線性 Lp-範數以及非線性 Lt、Lo. 和 Lp-範數估計問題……提供所有適當的計算演算法和 FORTRAN 程式碼,用於非線性 Lt 和 Lo.-範數估計問題……以清晰的章末註解指導讀者相關主題和優秀的研究出版物……包含數值範例以及幾個實際問題……並展示數據如何指導 Lp-範數替代方案的各種應用。非線性 Lp-範數估計是統計學家、運籌學研究者、數值分析師、應用數學家、生物統計學家和計算機科學家不可或缺的參考書籍,也是統計學或計算機科學研究生的教科書。