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The design of experiments : statistical principles for practical applications

The design of experiments : statistical principles for practical applications (1회 대출)

자료유형
단행본
개인저자
Mead, R. (Roger)
서명 / 저자사항
The design of experiments : statistical principles for practical applications / R. Mead.
발행사항
Cambridge [England] ;   New York :   Cambridge University Press ,   1988   (1994 printing)  
형태사항
xiv, 620 p. : ill. ; 24 cm.
ISBN
0521245125 9780521245128 0521287626 (pbk.) 9780521287623 (pbk.)
일반주기
Paperback edition: 1990.  
서지주기
Includes bibliographical references (p. [615]-617) and index.
일반주제명
Experimental design. Mathematical statistics.
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100 1 ▼a Mead, R. ▼q (Roger)
245 1 4 ▼a The design of experiments : ▼b statistical principles for practical applications / ▼c R. Mead.
260 ▼a Cambridge [England] ; ▼a New York : ▼b Cambridge University Press , ▼c 1988 ▼g (1994 printing)
300 ▼a xiv, 620 p. : ▼b ill. ; ▼c 24 cm.
500 ▼a Paperback edition: 1990.
504 ▼a Includes bibliographical references (p. [615]-617) and index.
650 0 ▼a Experimental design.
650 0 ▼a Mathematical statistics.
945 ▼a KINS

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 001.434 M479d 등록번호 121185708 (1회 대출) 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

책소개

In all the experimental sciences, good design of experiments is crucial to the success of research. Well-planned experiments can provide a great deal of information efficiently and can be used to test several hypotheses simultaneously. This book is about the statistical principles of good experimental design and is intended for all applied statisticians and practising scientists engaged in the design, implementation and analysis of experiments. Professor Mead has written the book with the emphasis on the logical principles of statistical design and employs a minimum of mathematics. Throughout he assumes that the large-scale analysis of data will be performed by computers and he is thus able to devote more attention to discussions of how all of the 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 medicine, agriculture, industry and other disciplines. Numerous exercises are given to help the reader practise techniques and to appreciate the difference that good design of experiments can make to a scientific project.


정보제공 : Aladin

목차

Preface; Part I. Overture: 1. Introduction; 2. Elementary ideas of blocking: the randomised block design; 3. Elementary ideas of treatment structure; 4. General principles of linear models for the analysis of experimental data; 5. Computers for analysing experimental data; Part II. First Subject: 6. Replication; 7. Blocking; 8. Multiple blocking systems and cross-over designs; 9. Randomisation; 10. Covariance - extension of linear models; 11. Model assumptions and more general models; Part III. Second Subject: 12. Experimental objectives, treatments and treatment structures; 13. Factorial structure and particular forms of effects; 14. Split unit designs and repeated measurements; 15. Incomplete bloxk size for factorial experiments; 16. Some mathematical theory for comfounding and fractional replication; 17. Quantitative factors and response functions; 18. Response surface exploration; Part IV. Coda: 19. Designing useful experiments; References; Index.


정보제공 : Aladin

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