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Statistical analysis of designed exp...

Toutenburg, Helge.

Statistical analysis of designed experiments

レコード種別:	コンピュータ・メディア : 単行資料
タイトル / 著者:	Statistical analysis of designed experiments/ Helge Toutenburg.
著者:	Toutenburg, Helge.
出版された:	New York :Springer,�002.
記述:	1 online resource (xv, 500 pages) :illustrations.
主題:	Plan d'exp歋rience. -
電子資源:	Click here for online access to this book (查閱全文) (EBSCO eBook)
国際標準図書番号 (ISBN):	0387227725 (electronic bk.)
国際標準図書番号 (ISBN):	9780387227726 (electronic bk.)
国際標準図書番号 (ISBN):	058547348X (electronic bk.)
国際標準図書番号 (ISBN):	9780585473482 (electronic bk.)

Statistical analysis of designed experiments
Toutenburg, Helge.

Statistical analysis of designed experiments[electronic resource] /Helge Toutenburg. - 2nd ed. - New York :Springer,�002. - 1 online resource (xv, 500 pages) :illustrations. - Springer texts in statistics. - Springer texts in statistics..

Includes bibliographical references (p. [487]-496) and index.

Cover -- Preface -- Table of Contents -- 1. Introduction -- 2. Comparison of Two Samples -- 3. The Linear Regression Model -- 4. Single-Factor Experiments with Fixed and Random Effects -- 5. More Restrictive Designs -- 6. Multifactor Experiments -- 7. Models for Categorical Response Variables -- 8. Repeated Measures Model -- 9. Cross-Over Design -- 10. Statistical Analysis of Incomplete Data -- Appendix A -- Matrix Algebra -- Appendix B -- Theoretical Proofs -- Appendix C -- Distributions and Tables -- References.

This textbook presents the design and analysis of experiments that comprise the aspects of classical theory for continuous response, modern procedures for categorical response, and especially for correlated categorical response. For any design (independent and matched-pair response) the parametric and nonparametric tests depending on the data level are given. Complex designs, such as, for example, cross-over and repeated measures, are included at an introductory and advanced manner. The problem of missing data is also handled with care and procedures in approaching this problem are proposed. Thus, this is an important resource/reference book for undergraduates and university teachers, for statistical researchers in the pharmaceutical industry, or other industries, as well as for clinical research in medicine and dentistry. The third edition contains a new chapter on incomplete block designs that includes the balanced incomplete block design and partially balanced incomplete block design in addition to the general theory on incomplete block designs. The chapter "Multifactor Experiments" is extended and includes new topics on confounding, partial confounding and fractional replications that are explained with examples. The more theoretical proofs of Chapters 3, 4 and 6 are put into an appendix.

ISBN: 0387227725 (electronic bk.)Subjects--Topical Terms:

1000066782
Plan d'exp歋rience.
Index Terms--Genre/Form:

172687
Electronic books.

LC Class. No.: QA279 / .T88 2002eb

Dewey Class. No.: 519.5

Statistical analysis of designed experiments
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