By Iain Pardoe
Praise for the First Edition
"The awareness to aspect is striking. The booklet is particularly good written and the writer is very cautious together 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 focus on some great benefits of statistical equipment, in particular regression research and modeling, for knowing, interpreting, and reading multivariate info in enterprise, technological know-how, and social technology applications.
The writer makes use of a bounty of real-life examples, case reports, illustrations, and pics 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 variety, the publication introduces modeling extensions that illustrate extra complicated regression thoughts, together with logistic regression, Poisson regression, discrete selection types, multilevel types, and Bayesian modeling.
In addition, the Second Edition positive factors rationalization and enlargement of hard issues, such as:
- Transformations, indicator variables, and interaction
- Testing version assumptions
- Nonconstant variance
- Variable choice methods
- Model construction and graphical interpretation
Throughout the publication, 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 offered fabric. additionally, a comparable web site positive factors the book's datasets, presentation slides, specified statistical software program directions, and studying assets together with extra difficulties and tutorial videos.
With an intuitive procedure that isn't heavy on mathematical aspect, Applied Regression Modeling, moment Edition is a wonderful e-book for classes on statistical regression research on the upper-undergraduate and graduate point. The e-book additionally serves as a invaluable source for pros and researchers who make the most of statistical tools for decision-making of their daily work.
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Additional info for Applied Regression Modeling
Applied Regression Modeling by Iain Pardoe