Description
Design and Analysis of Experiments (2nd Ed., 2nd ed. 2017)
Springer Texts in Statistics Series
Authors: Dean Angela, Voss Daniel, Draguljić Danel
Language: EnglishSubject for Design and Analysis of Experiments:
126.59 €
In Print (Delivery period: 15 days).
Add to cart the book of Dean Angela, Voss Daniel, Draguljić Danel840 p. · 17.8x25.4 cm · Paperback
Description
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Principles and Techniques.- Planning Experiments.- Designs With One Source of Variation.- Inferences for Contrasts and Treatment Means.- Checking Model Assumptions.- 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
Second edition includes new material on screening experiments and analysis of mixed models, a new chapter on computer experiments, added “Using R” sections, updated SAS output, and use of SAS Proc Mixed
Presents a step-by-step guide to design, including a planning checklist that emphasizes practical considerations
Explains all the basics of analysis: estimation of treatment contrasts and analysis of variance, while also applying these in a wide variety of settings
Utilizes data drawn from real experiments
Includes supplementary material: sn.pub/extras