Design and Analysis of Experiments

✍ Scribed by Dean, Angela M.; Dragulijić, Danel; Voss, Daniel

• Publisher: SPRINGER INTERNATIONAL PU
• Year: 2017
• Tongue: English
• Leaves: 850
• Series: Springer Texts in Statistics
• Edition: 2ed.
• Category: Library

✦ Synopsis

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

✦ Table of Contents

Front Matter....Pages i-xxv
Principles and Techniques....Pages 1-5
Planning Experiments....Pages 7-30
Designs with One Source of Variation....Pages 31-68
Inferences for Contrasts and Treatment Means....Pages 69-102
Checking Model Assumptions....Pages 103-137
Experiments with Two Crossed Treatment Factors....Pages 139-200
Several Crossed Treatment Factors....Pages 201-247
Polynomial Regression....Pages 249-284
Analysis of Covariance....Pages 285-304
Complete Block Designs....Pages 305-347
Incomplete Block Designs....Pages 349-397
Designs with Two Blocking Factors....Pages 399-431
Confounded Two-Level Factorial Experiments....Pages 433-472
Confounding in General Factorial Experiments....Pages 473-493
Fractional Factorial Experiments....Pages 495-564
Response Surface Methodology....Pages 565-614
Random Effects and Variance Components....Pages 615-669
Nested Models....Pages 671-701
Split-Plot Designs....Pages 703-764
Computer Experiments....Pages 765-791
Back Matter....Pages 793-840

✦ Subjects

Experimental design