Semiparametric regression for the social sciences / Luke Keele.
| データ種別 | 電子ブック |
|---|---|
| 出版者 | Chichester, England : Wiley |
| 出版年 | 2008. |
| 本文言語 | 英語 |
| 大きさ | 1 online resource (xvi, 213 pages) : illustrations |
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| 内容注記 | Semiparametric Regression for the Social Sciences; Contents; List of Tables; List of Figures; Preface; 1 Introduction: Global versus Local Statistics; 2 Smoothing and Local Regression; 3 Splines; 4 Automated Smoothing Techniques; 5 Additive and Semiparametric Regression Models; 6 Generalized Additive Models; 7 Extensions of the Semiparametric Regression Model; 8 Bootstrapping; 9 Epilogue; Appendix: Software; Bibliography; Author's Index; Subject Index. |
|---|---|
| 一般注記 | Includes bibliographical references (pages 203-207) and indexes. An introductory guide to smoothing techniques, semiparametric estimators, and their related methods, this book describes the methodology via a selection of carefully explained examples and data sets. It also demonstrates the potential of these techniques using detailed empirical examples drawn from the social and political sciences. Each chapter includes exercises and examples and there is a supplementary website containing all the datasets used, as well as computer code, allowing readers to replicate every analysis reported in the book. Includes software for implementing the methods in S-Plus. |
| 著者標目 | *Keele, Luke,, 1974- Wiley InterScience (Online service) |
| 件 名 | LCSH:Regression analysis. LCSH:Nonparametric statistics. FREE:Regression analysis. FREE:Nonparametric statistics. FREE:MATHEMATICS -- Probability & Statistics -- Regression Analysis. -- bisacsh 全ての件名で検索 FREE:Nonparametric statistics. -- fast -- (OCoLC)fst01038853 全ての件名で検索 FREE:Regression analysis. -- fast -- (OCoLC)fst01432090 全ての件名で検索 FREE:Electronic books. |
| 分 類 | LCC:QA278.2 DC:519.5/36 |
| 巻冊次 | ISBN:047099813X ; XISBN:9780470998137  ISBN:0470998121 ; XISBN:9780470998120 ISBN:9781281312372 ; XISBN:1281312371 XISBN:0470319917 ; XISBN:9780470319918
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| ISBN | 047099813X |
| URL | http://onlinelibrary.wiley.com/book/10.1002/9780470998137 |
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