Design and Analysis of Experiments

Design and Analysis of Experiments

Angela Dean / Danel Draguljić / Daniel Voss

51,55 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2017
Materia
Probabilidad y estadística
ISBN:
9783319522494
51,55 €
IVA incluido
Disponible

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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 includesan additional chapter on computer experimentsadditional '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 Mixednew material on screening experiments and analysis of mixed models

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