New PDF release: Applied Regression Modeling

By Iain Pardoe

ISBN-10: 1118097289

ISBN-13: 9781118097281

Praise for the First Edition

"The cognizance to element is amazing. The ebook 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 newest methodologies and rising purposes, Applied Regression Modeling, moment Edition maintains to focus on the advantages of statistical tools, particularly regression research and modeling, for figuring out, reading, and analyzing multivariate information in enterprise, technological know-how, and social technological know-how applications.

The writer makes use of a bounty of real-life examples, case reviews, illustrations, and portraits to introduce readers to the area of regression research utilizing numerous 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 complex regression suggestions, together with logistic regression, Poisson regression, discrete selection types, multilevel versions, and Bayesian modeling.

In addition, the Second Edition positive factors explanation and growth of difficult subject matters, such as:

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

Throughout the ebook, 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 awarded fabric. additionally, a similar site beneficial properties the book's datasets, presentation slides, exact statistical software program directions, and studying assets together with extra difficulties and tutorial videos.

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

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Applied Regression Modeling by Iain Pardoe

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