By Iain Pardoe
Praise for the First Edition
"The awareness to element is amazing. The booklet 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 purposes, Applied Regression Modeling, moment Edition keeps to spotlight some great benefits of statistical tools, particularly regression research and modeling, for knowing, reading, and examining multivariate information in company, technology, and social technology applications.
The writer makes use of a bounty of real-life examples, case experiences, illustrations, and photos to introduce readers to the realm of regression research utilizing a variety of software program programs, together with R, SPSS, Minitab, SAS, JMP, and S-PLUS. In a transparent and cautious writing kind, the ebook introduces modeling extensions that illustrate extra complex regression concepts, together with logistic regression, Poisson regression, discrete selection versions, multilevel types, and Bayesian modeling.
In addition, the Second Edition good points rationalization and growth of hard issues, such as:
- Transformations, indicator variables, and interaction
- Testing version assumptions
- Nonconstant variance
- 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 provided fabric. moreover, a similar web site positive factors the book's datasets, presentation slides, distinct statistical software program directions, and studying assets together with extra difficulties and tutorial videos.
With an intuitive process 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 e-book 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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Additional info for Applied Regression Modeling
Applied Regression Modeling by Iain Pardoe