Design and Analysis of Experiments

• Corporate Author: SpringerLink (Online service)
• Other Authors: Dean, Angela (Editor), Voss, Daniel (Editor)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 1999.
• Series: Springer Texts in Statistics,
• Subjects: Mathematics.; Science.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Science, general.; Statistical Theory and Methods.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Our initial motivation for writing this book was the observation from various students that the subject of design and analysis of experiments can seem like “a bunch of miscellaneous topics. ”Webelievethattheidenti?cationoftheobjectivesoftheexperimentandthepractical considerations governing the desig...

Table of Contents:

• 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.