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Product details:
- ISBN 10: 1482249677
- ISBN 13: 9781482249675
- Author: Thomas B. Barker
Achieve Technological Advancements in Applied Science and Engineering Using Efficient Experiments That Consume the Least Amount of ResourcesWritten by longtime experimental design guru Thomas B. Barker and experimental development/Six Sigma expert Andrew Milivojevich, Quality by Experimental Design, Fourth Edition shows how to design and analyze ex
Table of contents:
1: Why Design Experiments?
2: Organizing the Experiment
3: The Neglected Response Variable
Section II: Statistical Experimental Design
4: The Factorial Two-Level Design and General Factorial Designs
5: Fractional Factorials at Two Levels
6: Multilevel Designs
7: Three-Level Designs
8: Blocking in Factorial Designs
9: Randomized Block and Latin Square
10: Nested Designs
11: Evolutionary Operation
Section III: Sorting the Signal from the Noise
12: Simple Analysis
13: Analysis of Means by Using the Variance
14: Yates Analysis: Analysis of 2k and 2k−p Designs
15: Matrix Algebra
16: Least Squares Analysis
17: Putting ANOVA and Least Squares to Work
18: ANOVA for Blocked and Nested Designs
Section IV: The Derivation of Empirical Equations from Statistically Designed Experiments
19: Case History of an Experimental Investigation
Section V: Utilization of Empirical Equations
20: Robust Design
21: Monte Carlo Simulation and Tolerance Design
22: Case History Completed: The Utilization of the Equation
Section VI: Special Topics in Experimental Design Mixture Experiments
23: Introduction to Mixture Experiments
24: Simplex Lattice Design
25: The Simplex Centroid Design
26: Constrained Mixtures
27: Statistical Tables and Graphs
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