By Iain Pardoe
Praise for the First Edition
"The consciousness to aspect is extraordinary. The booklet 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 purposes, Applied Regression Modeling, moment Edition maintains to focus on some great benefits of statistical tools, particularly regression research and modeling, for knowing, studying, and analyzing multivariate info in company, technological know-how, and social technology applications.
The writer makes use of a bounty of real-life examples, case reviews, illustrations, and photographs 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 variety, the booklet introduces modeling extensions that illustrate extra complex regression thoughts, together with logistic regression, Poisson regression, discrete selection types, multilevel types, and Bayesian modeling.
In addition, the Second Edition good points rationalization and enlargement of difficult issues, such as:
- Transformations, indicator variables, and interaction
- Testing version assumptions
- Nonconstant variance
- Variable choice methods
- Model construction 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. furthermore, a similar site beneficial properties the book's datasets, presentation slides, specific statistical software program directions, and studying assets together with extra difficulties and educational videos.
With an intuitive technique that isn't heavy on mathematical element, Applied Regression Modeling, moment Edition is a wonderful booklet for classes on statistical regression research on the upper-undergraduate and graduate point. The publication additionally serves as a beneficial source for execs and researchers who make the most of statistical equipment for decision-making of their daily work.
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Extra info for Applied Regression Modeling
Applied Regression Modeling by Iain Pardoe