Emphasizes the strategy of experimentation, data analysis, and the interpretation of experimental results.

• Features numerous examples using actual engineering and scientific studies.
• Presents statistics as an integral component of experimentation from the planning stage to the presentation of the conclusions.
• Deep and concentrated experimental design coverage, with equivalent but separate emphasis on the analysis of data from the various designs.
• Topics can be implemented by practitioners and do not require a high level of training in statistics.
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Regression Analysis and Its Application: A Data-Oriented Approach answers the need for researchers and students who would like a better understanding of classical regression analysis. Useful either as a textbook or as a reference source, this book bridges the gap between the purely theoretical coverage of regression analysis and its practical application. The book presents regression analysis in the general context of data analysis. Using a teach-by-example format, it contains ten major data sets along with several smaller ones to illustrate the common characteristics of regression data and...