Applied Regression Modeling by Iain Pardoe

By Iain Pardoe

Praise for the First Edition

"The recognition to aspect is amazing. The publication is especially good written and the writer is intensely cautious along with his descriptions . . . the examples are wonderful." —The American Statistician

Fully revised to mirror the most recent methodologies and rising functions, Applied Regression Modeling, moment Edition keeps to spotlight some great benefits of statistical equipment, particularly regression research and modeling, for figuring out, reading, and analyzing multivariate information in enterprise, technology, and social technology applications.

The writer makes use of a bounty of real-life examples, case reviews, illustrations, and pics to introduce readers to the area of regression research utilizing quite a few software program applications, together with R, SPSS, Minitab, SAS, JMP, and S-PLUS. In a transparent and cautious writing sort, the ebook introduces modeling extensions that illustrate extra complicated regression strategies, together with logistic regression, Poisson regression, discrete selection types, multilevel types, and Bayesian modeling.

In addition, the Second Edition gains rationalization and growth of not easy issues, such as:

  • Transformations, indicator variables, and interaction
  • Testing version assumptions
  • Nonconstant variance
  • Autocorrelation
  • Variable choice methods
  • Model construction and graphical interpretation

Throughout the booklet, datasets and examples were up to date and extra difficulties are incorporated on the finish of every bankruptcy, permitting readers to check their comprehension of the offered fabric. moreover, a comparable site beneficial properties the book's datasets, presentation slides, certain statistical software program directions, and studying assets together with extra difficulties and educational videos.

With an intuitive process that isn't heavy on mathematical element, Applied Regression Modeling, moment Edition is a superb e-book for classes on statistical regression research on the upper-undergraduate and graduate point. The e-book additionally serves as a worthwhile source for pros and researchers who make the most of statistical tools for decision-making of their daily work.

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