Applied Linear Regression

Applied Linear Regression

Sanford Weisberg


Praise for the Third Edition

"...this is a wonderful publication that could simply be used as a direction text..."
—International Statistical Institute

The Fourth Edition of Applied Linear Regression provides a radical replace of the elemental conception and method of linear regression modeling. Demonstrating the sensible purposes of linear regression research thoughts, the Fourth Edition uses fascinating, real-world routines and examples.

Stressing principal techniques reminiscent of version construction, realizing parameters, assessing healthy and reliability, and drawing conclusions, the hot version illustrates the best way to advance estimation, self assurance, and trying out strategies essentially by utilizing least squares regression. whereas conserving the available attraction of every past edition,Applied Linear Regression, Fourth Edition features:

  • Graphical equipment under pressure within the preliminary exploratory part, research section, and summarization part of an analysis
  • In-depth insurance of parameter estimates in either uncomplicated and complicated types, adjustments, and regression diagnostics
  • Newly further fabric on subject matters together with checking out, ANOVA, and variance assumptions
  • Updated technique, resembling bootstrapping, cross-validation binomial and Poisson regression, and sleek version choice methods

Applied Linear Regression, Fourth Edition is an exceptional 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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