Rabindra Nath Das

Robust Response Surfaces, Regression, and Positive Data Analyses (eBook, PDF)

• Format: PDF

Produktbeschreibung

Showing how robust response surface methodology (RRSM) can overcome the limitations of RSM, this book presents RRS designs, along with the relevant regression and positive data analysis techniques. It explains how to use RRSM in experimental designs and regression analysis and addresses problems of RRS designs, such as rotatability, slope-rotatability, weak rotatability, and optimality. The author illustrates the concepts and methods with real examples of lifetime responses, resistivity, replicated measures, and more.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 336
• Erscheinungstermin: 21. Mai 2014
• Englisch
• ISBN-13: 9781466506800
• Artikelnr.: 41068581

Autorenporträt

Rabindra Nath Das

Inhaltsangabe

Introduction. Robust First
Order Designs. Robust Second
Order Designs. Lifetime Improvement Robust First
Order Designs. Lifetime Improvement Robust Second
Order Designs. Weakly Robust Rotatable Designs. Robust Second
Order Slope
Rotatability. Robust Second
Order Slope
Rotatability Over All Directions. Robust Second
Order Slope
Rotatable Designs With Maximum Directional Variance and D
Optimal Slope. Weakly Robust Second
Order Slope
Rotatable Designs. Regression Analysis for Correlated Observations. Applications of Correlated Regression Analyses. Positive Data Analyses. Applications of Log
Normal and Gamma Models.