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Design and Analysis of Experiments

Angela Dean, Daniel Voss, Danel Draguljic
Livre broché | Anglais | Springer Texts in Statistics
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Description

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.

This new, second edition includes

  • an additional chapter on computer experiments
  • additional "Using R" sections at the end of each chapter to illustrate R code and output
  • updated output for all SAS programs and use of SAS Proc Mixed
  • new material on screening experiments and analysis of mixed models


Spécifications

Parties prenantes

Auteur(s) :
Editeur:

Contenu

Nombre de pages :
840
Langue:
Anglais
Collection :

Caractéristiques

EAN:
9783319522487
Date de parution :
13-04-17
Format:
Livre broché
Format numérique:
Trade paperback (VS)
Dimensions :
178 mm x 254 mm
Poids :
1474 g

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