Applied Linear Regression (Wiley Series in Probability and - download pdf or read online

By Sanford Weisberg

Praise for the Third Edition

"...this is a wonderful e-book that could simply be used as a path text..."
—International Statistical Institute

The Fourth Edition of Applied Linear Regression provides a radical replace of the fundamental thought and method of linear regression modeling. Demonstrating the sensible functions of linear regression research recommendations, the Fourth Edition uses attention-grabbing, real-world routines and examples.

Stressing crucial techniques similar to version construction, knowing parameters, assessing healthy and reliability, and drawing conclusions, the hot version illustrates the way to increase estimation, self assurance, and checking out strategies basically by utilizing least squares regression. whereas conserving the available allure of every prior edition,Applied Linear Regression, Fourth Edition features:

  • Graphical equipment under pressure within the preliminary exploratory part, research part, and summarization section of an analysis
  • In-depth assurance of parameter estimates in either easy and intricate types, modifications, and regression diagnostics
  • Newly additional fabric on themes together with checking 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 very good textbook for upper-undergraduate and graduate-level scholars, in addition to a suitable reference consultant 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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