Statistical principles for the design of experiments / R. Mead, University of Reading, S.G. Gilmour, University of Southampton, A. Mead, University of Warwick
(Cambridge series in statistical and probabilistic mathematics ; [36])
| データ種別 | 電子書籍 |
|---|---|
| 出版者 | Cambridge : Cambridge University Press |
| 出版年 | 2012 |
書誌詳細を非表示
| 書誌ID | OB00205613 |
|---|---|
| 本文言語 | 英語 |
| 別書名 | その他のタイトル:Applications to real experiments |
| 一般注記 | Remainder of title information from cover Includes bibliographical references (pages 565-567) and index Machine generated contents note: 1. Introduction; 2. Elementary ideas of blocking: the randomised complete block design; 3. Elementary ideas of treatment structure; 4. General principles of linear models for the analysis of experimental data; 5. Experimental units; 6. Replication; 7. Blocking and control; 8. Multiple blocking systems and crossover designs; 9. Multiple levels of information; 10. Randomisation; 11. Restricted randomisation; 12. Experimental objectives, treatments and treatment structures; 13. Factorial structure and particular forms of effects; 14. Fractional replication; 15. Incomplete block size for factorial experiments; 16. Quantitative factors and response functions; 17. Multifactorial designs for quantitative factors; 18. Split unit designs; 19. Multiple experiments and new variation; 20. Sequential aspects of experiments and experimental programmes; 21. Designing useful experiments. License restrictions may limit access Summary: "This book is about the statistical principles behind the design of effective experiments and focuses on the practical needs of applied statisticians and experimenters engaged in design, implementation and analysis. Emphasising the logical principles of statistical design, rather than mathematical calculation, the authors demonstrate how all available information can be used to extract the clearest answers to many questions. The principles are illustrated with a wide range of examples drawn from real experiments in medicine, industry, agriculture and many experimental disciplines. Numerous exercises are given to help the reader practise techniques and to appreciate the difference that good design can make to an experimental research project"-- Provided by publisher |
| 著者標目 | *Mead, R (Roger) Gilmour, S. G Mead, A (Andrew) |
| 件 名 | LCSH:Experimental design FREE:MATHEMATICS / Probability & Statistics / General |
| 分 類 | LCC:QA279 DC23:001.4/34 |
| 巻冊次 | hardback ; ISBN:9780521862141 RefWorks出力（各巻） |
| 資料種別 | 機械可読データファイル |
| 所蔵情報へのリンク | Statistical principles for the design of experiments / R. Mead, S.G. Gilmour, A. Mead |
目次・あらすじ
類似資料
この資料の利用統計
このページへのアクセス回数：3回
※2020年8月16日以降