By Alan Agresti
"This is a wonderful textual content from which to educate express information research, at various degrees. . . [t]his ebook may be very hugely recommended."
—Short booklet Reviews
"Of nice curiosity to strength readers is the range of fields which are represented within the examples: wellbeing and fitness care, monetary, govt, product advertising and marketing, and activities, to call a few."
—Journal of caliber Technology
"Alan Agresti has written one other very good account of the research of specific data."
The use of statistical equipment for specific information is ever expanding in cutting-edge international. An creation to specific info research, moment Edition offers an utilized advent to crucial equipment for reading express information. This re-creation summarizes equipment that experience lengthy performed a widespread function in info research, comparable to chi-squared checks, and in addition locations targeted emphasis on logistic regression and different modeling innovations for univariate and correlated multivariate express responses.
This moment version features:
- Two new chapters at the tools for clustered facts, with an emphasis on generalized estimating equations (GEE) and random results models
- A unified viewpoint in response to generalized linear models
- An emphasis on logistic regression modeling
- An appendix that demonstrates using SAS(r) for all methods
- An interesting ancient standpoint at the improvement of the methods
- Specialized tools for ordinal info, small samples, multicategory information, and paired pairs
- More than a hundred analyses of genuine info units and approximately three hundred exercises
Written in an utilized, nontechnical variety, the publication illustrates tools utilizing a wide selection of actual info, together with clinical scientific trials, drug use through young ones, basketball capturing, horseshoe crab mating, environmental critiques, correlates of happiness, and masses more.
An advent to specific info research, moment Edition is a useful instrument for social, behavioral, and biomedical scientists, in addition to researchers in public well-being, advertising and marketing, schooling, organic and agricultural sciences, and commercial caliber control.
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Compliment for the second one variation "This ebook hasn't ever had a competitor. it's the in simple terms booklet that takes a huge method of sampling . . . any reliable own data library should still comprise a duplicate of this ebook. " —Technometrics "Well-written . . . an exceptional ebook on a big topic. hugely advised.
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Extra resources for An Introduction to Categorical Data Analysis
An Introduction to Categorical Data Analysis by Alan Agresti