By Sanford Weisberg
Praise for the Third Edition
"...this is a superb ebook that may simply be used as a path text..."
—International Statistical Institute
The Fourth Edition of Applied Linear Regression provides an intensive replace of the fundamental concept and technique of linear regression modeling. Demonstrating the sensible purposes of linear regression research suggestions, the Fourth Edition uses attention-grabbing, real-world workouts and examples.
Stressing significant options comparable to version construction, figuring out parameters, assessing healthy and reliability, and drawing conclusions, the hot variation illustrates the best way to enhance estimation, self belief, and trying out approaches basically by utilizing least squares regression. whereas protecting the obtainable charm of every prior edition,Applied Linear Regression, Fourth Edition features:
- Graphical tools under pressure within the preliminary exploratory part, research part, and summarization section of an analysis
- In-depth insurance of parameter estimates in either easy and complicated versions, adjustments, and regression diagnostics
- Newly further fabric on issues together with trying out, ANOVA, and variance assumptions
- Updated technique, equivalent to bootstrapping, cross-validation binomial and Poisson regression, and glossy version choice methods
Applied Linear Regression, Fourth Edition is a good 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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Extra info for Applied Linear Regression (Wiley Series in Probability and Statistics)
Applied Linear Regression (Wiley Series in Probability and Statistics) by Sanford Weisberg