Design and Analysis of Experiments
Seiten
2000
|
1st ed. 1999. Corr. 2nd printing 2000
Springer-Verlag New York Inc.
978-0-387-98561-9 (ISBN)
Springer-Verlag New York Inc.
978-0-387-98561-9 (ISBN)
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Experimental design is essential for statistical work in many fields, including medicine, agriculture, and engineering. Including sample SAS programs, this book serves as a modern reference.
This book offers a step-by-step guide to the experimental planning process and the ensuing analysis of normally distributed data, emphasizing the practical considerations governing the design of an experiment. Data sets are taken from real experiments and sample SAS programs are included with each chapter. Experimental design is an essential part of investigation and discovery in science; this book will serve as a modern and comprehensive reference to the subject.
This book offers a step-by-step guide to the experimental planning process and the ensuing analysis of normally distributed data, emphasizing the practical considerations governing the design of an experiment. Data sets are taken from real experiments and sample SAS programs are included with each chapter. Experimental design is an essential part of investigation and discovery in science; this book will serve as a modern and comprehensive reference to the subject.
Principles and Techniques.- Planning Experiments.- Designs with One Source of Variation.- Inferences for Contrasts and Treatment Means.- Checking Model Assumptions.- 6 Experiments with Two Crossed Treatment Factors.- Several Crossed Treatment Factors.- Polynomial Regression.- Analysis of Covariance.- Complete Block Designs.- Incomplete Block Designs.- Designs with Two Blocking Factors.- Confounded Two-Level Factorial Experiments.- Confounding in General Factorial Experiments.- Fractional Factorial Experiments.- Response Surface Methodology.- Random Effects and Variance Components.- Nested Models.- Split-Plot Designs.
| Reihe/Serie | Springer Texts in Statistics |
|---|---|
| Zusatzinfo | biography |
| Verlagsort | New York, NY |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Gewicht | 1591 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik |
| ISBN-10 | 0-387-98561-1 / 0387985611 |
| ISBN-13 | 978-0-387-98561-9 / 9780387985619 |
| Zustand | Neuware |
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