By Sanford Weisberg
Praise for the Third Edition
"...this is a superb ebook which can simply be used as a direction text..."
—International Statistical Institute
The Fourth Edition of Applied Linear Regression provides an intensive replace of the elemental conception and technique of linear regression modeling. Demonstrating the sensible functions of linear regression research suggestions, the Fourth Edition uses fascinating, real-world routines and examples.
Stressing primary ideas reminiscent of version construction, figuring out parameters, assessing healthy and reliability, and drawing conclusions, the hot version illustrates the way to strengthen estimation, self belief, and checking out strategies basically by utilizing least squares regression. whereas conserving the available charm of every past edition,Applied Linear Regression, Fourth Edition features:
- Graphical equipment under pressure within the preliminary exploratory section, research part, and summarization part of an analysis
- In-depth insurance of parameter estimates in either easy and complicated versions, variations, and regression diagnostics
- Newly additional fabric on issues together with trying out, ANOVA, and variance assumptions
- Updated technique, reminiscent of bootstrapping, cross-validation binomial and Poisson regression, and smooth version choice methods
Applied Linear Regression, Fourth Edition is a great textbook for upper-undergraduate and graduate-level scholars, in addition to a suitable reference consultant for practitioners and utilized statisticians in engineering, enterprise management, economics, and the social sciences.
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