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Books > Science & Mathematics > Mathematics > Mathematical foundations
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Regression Analysis and its Application - A Data-Oriented Approach (Paperback)
Loot Price: R2,102
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Regression Analysis and its Application - A Data-Oriented Approach (Paperback)
Series: Statistics: A Series of Textbooks and Monographs
Expected to ship within 12 - 19 working days
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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 properties of statistics that are employed
in regression analysis. The book covers model misspecification,
residual analysis, multicollinearity, and biased regression
estimators. It also focuses on data collection, model assumptions,
and the interpretation of parameter estimates. Complete with an
extensive bibliography, Regression Analysis and Its Application is
suitable for statisticians, graduate and upper-level undergraduate
students, and research scientists in biometry, business, ecology,
economics, education, engineering, mathematics, physical sciences,
psychology, and sociology. In addition, data collection agencies in
the government and private sector will benefit from the book.
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