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Regression for Health and Social Science: Applied Linear Models with R

Regression for Health and Social Science: Applied Linear Models with R

Hardcover

Medical ReferenceProbability & Statistics

ISBN10: 1108478182
ISBN13: 9781108478182
Publisher: Cambridge University Press
Published: May 12 2022
Pages: 294
Weight: 1.35
Height: 0.79 Width: 6.69 Depth: 9.69
Language: English
This textbook for students in the health and social sciences covers the basics of linear model methods with a minimum of mathematics, assuming only a pre-calculus background. Numerous examples drawn from the news and current events with an emphasis on health issues, illustrate the concepts in an immediately accessible way. Methods covered include linear regression models, Poisson regression, logistic regression, proportional hazards regression, survival analysis, and nonparametric regression. The author emphasizes interpretation of computer output in terms of the motivating example. All of the R code is provided and carefully explained, allowing readers to quickly apply the methods to their own data. Plenty of exercises help students think about the issues involved in the analysis and its interpretation. Code and datasets are available for download from the book's website at www.cambridge.org/zelterman

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Medical Reference