Iain Pardoe's Applied Regression Modeling PDF

By Iain Pardoe

ISBN-10: 1118097289

ISBN-13: 9781118097281

Praise for the First Edition

"The recognition to aspect is striking. The e-book is particularly good written and the writer is intensely cautious together with his descriptions . . . the examples are wonderful." —The American Statistician

Fully revised to mirror the most recent methodologies and rising purposes, Applied Regression Modeling, moment Edition maintains to spotlight some great benefits of statistical equipment, particularly regression research and modeling, for realizing, examining, and analyzing multivariate info in enterprise, technological know-how, and social technological know-how applications.

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

In addition, the Second Edition good points explanation and growth of not easy issues, such as:

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

Throughout the e-book, 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 similar web site gains the book's datasets, presentation slides, targeted statistical software program directions, and studying assets together with extra difficulties and educational videos.

With an intuitive strategy that's not heavy on mathematical element, Applied Regression Modeling, moment Edition is a wonderful e-book for classes on statistical regression research on the upper-undergraduate and graduate point. The ebook additionally serves as a priceless source for execs and researchers who make the most of statistical equipment for decision-making of their daily work.

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Applied Regression Modeling by Iain Pardoe

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