Applied Regression Analysis: a Research Tool - Springer Texts in Statistics - John O. Rawlings - Knjige - Springer-Verlag New York Inc. - 9781475771558 - 23. marca 2013
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John O. Rawlings
Applied Regression Analysis: a Research Tool - Springer Texts in Statistics Softcover Reprint of the Original 2nd Ed. 1998 edition

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Least squares estimation, when used appropriately, is a powerful research tool. A deeper understanding of the regression concepts is essential for achieving optimal benefits from a least squares analysis. This book builds on the fundamentals of statistical methods and provides appropriate concepts that will allow a scientist to use least squares as an effective research tool.
Applied Regression Analysis is aimed at the scientist who wishes to gain a working knowledge of regression analysis. The basic purpose of this book is to develop an understanding of least squares and related statistical methods without becoming excessively mathematical. It is the outgrowth of more than 30 years of consulting experience with scientists and many years of teaching an applied regression course to graduate students. Applied Regression Analysis serves as an excellent text for a service course on regression for non-statisticians and as a reference for researchers. It also provides a bridge between a two-semester introduction to statistical methods and a thoeretical linear models course.
Applied Regression Analysis emphasizes the concepts and the analysis of data sets. It provides a review of the key concepts in simple linear regression, matrix operations, and multiple regression. Methods and criteria for selecting regression variables and geometric interpretations are discussed. Polynomial, trigonometric, analysis of variance, nonlinear, time series, logistic, random effects, and mixed effects models are also discussed. Detailed case studies and exercises based on real data sets are used to reinforce the concepts. The data sets used in the book are available on the Internet.

660 pages, biography

Medij Knjige     Paperback Book   (Knjiga z mehkimi platnicami in lepljenim hrbtom)
Izdano 23. marca 2013
ISBN13 9781475771558
Založniki Springer-Verlag New York Inc.
Strani 660
Dimenzije 181 × 254 × 45 mm   ·   1,22 kg
Jezik Angleščina  

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Ogled vseh John O. Rawlings