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Design and Analysis of Experiments

Design and Analysis of Experiments

Paperback

Series: Springer Texts in Statistics

Probability & Statistics

ISBN10: 3319522485
ISBN13: 9783319522487
Publisher: Springer
Published: Apr 13 2017
Pages: 840
Weight: 3.25
Height: 1.72 Width: 7.00 Depth: 10.00
Language: English
This textbook takes a strategic approach to the broad-reaching subject of experimental design by identifying the objectives behind an experiment and teaching practical considerations that govern design and implementation, concepts that serve as the basis for the analytical techniques covered. Rather than a collection of miscellaneous approaches, chapters build on the planning, running, and analyzing of simple experiments in an approach that results from decades of teaching the subject. In most experiments, the procedures can be reproduced by readers, thus giving them a broad exposure to experiments that are simple enough to be followed through their entire course. Outlines of student and published experiments appear throughout the text and as exercises at the end of the chapters. The authors develop the theory of estimable functions and analysis of variance with detail, but at a mathematical level that is simultaneously approachable. Throughout the book, statistical aspects of analysiscomplement practical aspects of design.

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Probability & Statistics