Read e-book online Applied Regression Modeling PDF

By Iain Pardoe

ISBN-10: 1118097289

ISBN-13: 9781118097281

Praise for the First Edition

"The cognizance to element is outstanding. The publication is particularly good written and the writer is intensely cautious along with his descriptions . . . the examples are wonderful." —The American Statistician

Fully revised to mirror the newest methodologies and rising functions, Applied Regression Modeling, moment Edition keeps to spotlight the advantages of statistical tools, particularly regression research and modeling, for figuring out, examining, and examining multivariate facts in company, technological know-how, and social technological know-how applications.

The writer makes use of a bounty of real-life examples, case reviews, illustrations, and snap shots 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 publication introduces modeling extensions that illustrate extra complicated regression ideas, together with logistic regression, Poisson regression, discrete selection types, multilevel types, and Bayesian modeling.

In addition, the Second Edition positive aspects rationalization and growth of demanding themes, such as:

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

Throughout the ebook, datasets and examples were up-to-date and extra difficulties are integrated on the finish of every bankruptcy, permitting readers to check their comprehension of the provided fabric. furthermore, a similar site good points the book's datasets, presentation slides, distinctive statistical software program directions, and studying assets together with extra difficulties and educational videos.

With an intuitive process that's not heavy on mathematical aspect, Applied Regression Modeling, moment Edition is a superb e-book for classes on statistical regression research on the upper-undergraduate and graduate point. The ebook additionally serves as a precious 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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