<図書>
Nonparametric smoothing and lack-of-fit tests
責任表示 | Jeffrey D. Hart |
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シリーズ | Springer series in statistics |
データ種別 | 図書 |
出版情報 | New York : Springer , 1997 |
本文言語 | 英語 |
大きさ | xii, 287 p. : ill. ; 25 cm |
概要 | An exploration of the use of smoothing methods in testing the fit of parametric regression models. The book reviews many of the existing methods for testing lack-of-fit and also proposes a number of ...ew methods, addressing both applied and theoretical aspects of the model checking problems. As such, the book is of interest to practitioners of statistics and researchers investigating either lack-of-fit tests or nonparametric smoothing ideas. The first four chapters introduce the problem of estimating regression functions by nonparametric smoothers, primarily those of kernel and Fourier series type, and could be used as the foundation for a graduate level course on nonparametric function estimation. The prerequisites for a full appreciation of the book are a modest knowledge of calculus and some familiarity with the basics of mathematical statistics. 続きを見る |
電子版へのリンク | https://hdl.handle.net/2324/6894547 |
所蔵情報
状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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理系図3F 数理独自 | HART/5/1 | 1997 |
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023211997009321 |
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書誌詳細
一般注記 | Includes bibliographical references and indexes |
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著者標目 | *Hart, Jeffrey D. |
件 名 | LCSH:Smoothing (Statistics) LCSH:Nonparametric statistics LCSH:Goodness-of-fit tests |
分 類 | LCC:QA278 DC21:519.5 NDC8:417 |
書誌ID | 1001403025 |
ISBN | 0387949801 |
NCID | BA3234474X |
巻冊次 | ISBN:0387949801 |
登録日 | 2009.11.02 |
更新日 | 2009.11.02 |