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- catalog abstract "The design of experiments is recognized as a critical activity in scientific investigations and industrial quality management programs, but many texts on the design of experiments focus on the analysis of experimental data, not the creation of the design. Graphical Methods for Experimental Design presents a strategic view of the planning of experiments, and provides a number of graphical tools that are useful for justifying the effort required for experimentation, for identifying variables and candidate statistical models, for selecting the set of run conditions and for assessing the quality of the design. In addition, the graphical framework for creating fractional factorial designs is used to present experimental results in a fashion that can be easier to understand than a set of model coefficients. The text assumes a basic knowledge of statistics and matrices. Many of the graphical techniques are accessible without any knowledge of statistical models however, requiring only some familiarity with the plotting of functions and with the concept of projection from elementary mechanical drawing. Russell R. Barton is a Professor in the Department of Industrial and Manufacturing Engineering at the Pennsylvania State University. He spent ten years in industry before beginning his career in university teaching, continuing engineering education and research.".
- catalog contributor b11351995.
- catalog created "1999.".
- catalog date "1999".
- catalog date "1999.".
- catalog dateCopyrighted "1999.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Introduction -- Planning for a Designed Experiment -- Design-Plots for Factorial and Fractional-Factorial Designs -- Designing Experiments Graphically -- Assessing Experiment Designs -- Presenting Results Graphically.".
- catalog description "The design of experiments is recognized as a critical activity in scientific investigations and industrial quality management programs, but many texts on the design of experiments focus on the analysis of experimental data, not the creation of the design. Graphical Methods for Experimental Design presents a strategic view of the planning of experiments, and provides a number of graphical tools that are useful for justifying the effort required for experimentation, for identifying variables and candidate statistical models, for selecting the set of run conditions and for assessing the quality of the design. In addition, the graphical framework for creating fractional factorial designs is used to present experimental results in a fashion that can be easier to understand than a set of model coefficients. The text assumes a basic knowledge of statistics and matrices. Many of the graphical techniques are accessible without any knowledge of statistical models however, requiring only some familiarity with the plotting of functions and with the concept of projection from elementary mechanical drawing. Russell R. Barton is a Professor in the Department of Industrial and Manufacturing Engineering at the Pennsylvania State University. He spent ten years in industry before beginning his career in university teaching, continuing engineering education and research.".
- catalog extent "x, 193 p. :".
- catalog identifier "0387947507 (softcover : alk. paper)".
- catalog isPartOf "Lecture notes in statistics (Springer-Verlag) ; v.143.".
- catalog isPartOf "Lecture notes in statistics ; 143".
- catalog issued "1999".
- catalog issued "1999.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "001.4/34 21".
- catalog subject "Experimental design Graphic methods.".
- catalog subject "QA279 .B374 1999".
- catalog subject "Statistics.".
- catalog tableOfContents "Introduction -- Planning for a Designed Experiment -- Design-Plots for Factorial and Fractional-Factorial Designs -- Designing Experiments Graphically -- Assessing Experiment Designs -- Presenting Results Graphically.".
- catalog title "Graphical methods for the design of experiments / Russell R. Barton.".
- catalog type "text".