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portada regression analysis and its application: a data-oriented approach
Type
Physical Book
Author
Publisher
Year
1980
Language
English
Pages
424
Format
Hardcover
Dimensions
23.4x15.8x2.5 cm
Weight
0.68 kg.
ISBN
0824769937
ISBN13
9780824769932
Categories

regression analysis and its application: a data-oriented approach

Richard F. Gunst (Author) · Robert L. Mason (Author) · CRC Press · Hardcover

regression analysis and its application: a data-oriented approach - Gunst, Richard F. ; Mason, Robert L.

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Synopsis "regression analysis and its application: a data-oriented approach"

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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