Read e-book online Applied Linear Regression (Wiley Series in Probability and PDF

By Sanford Weisberg

Praise for the Third Edition

"...this is a superb publication 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 idea and method of linear regression modeling. Demonstrating the sensible purposes of linear regression research recommendations, the Fourth Edition uses fascinating, real-world routines and examples.

Stressing relevant recommendations reminiscent of version development, knowing parameters, assessing healthy and reliability, and drawing conclusions, the recent version illustrates easy methods to strengthen estimation, self assurance, and trying out strategies essentially by using least squares regression. whereas protecting the available attraction of every prior edition,Applied Linear Regression, Fourth Edition features:

  • Graphical tools under pressure within the preliminary exploratory part, research section, and summarization section of an analysis
  • In-depth insurance of parameter estimates in either easy and intricate versions, ameliorations, and regression diagnostics
  • Newly extra fabric on issues together with checking out, ANOVA, and variance assumptions
  • Updated technique, equivalent to bootstrapping, cross-validation binomial and Poisson regression, and smooth version choice methods

Applied Linear Regression, Fourth Edition is a superb textbook for upper-undergraduate and graduate-level scholars, in addition to a suitable reference advisor for practitioners and utilized statisticians in engineering, company management, economics, and the social sciences.

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Applied Linear Regression (Wiley Series in Probability and Statistics) by Sanford Weisberg


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