Design and Analysis of Experiments

Name: Design and Analysis of Experiments
Availability: InStock
ISBN: 9780387985619

ISBN-10: 0387985611

ISBN-13: 9780387985619

Edition: 1999

Authors: Angela M. Dean, Daniel Voss, A. Dean

List price: $134.00

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Description:

The design and analysis of experiments is an essential part of investigation and discovery in science, of process and product improvement in manufacturing, and of comparison of competing protocols or treatments in the applied sciences. This book offers a step by step guide to the experimental planning process and the ensuing analysis of normally distributed data. Design and Analysis of Experiments emphasizes the practical considerations governing the design of an experiment based on the objectives of the study and a solid statistical foundation for the analysis. Almost all data sets in the book have been obtained from real experiments, either run by students in statistics and the applied…

Book details

List price: $134.00
Copyright year: 1999
Publisher: Springer
Publication date: 12/21/2000
Binding: Hardcover
Pages: 742
Size: 8.50" wide x 9.50" long x 1.50" tall
Weight: 3.388
Language: English



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