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Primer of Applied Regression & Analysis of Variance, Third Edition Stanton Glantz

Primer of Applied Regression & Analysis of Variance, Third Edition By Stanton Glantz

Primer of Applied Regression & Analysis of Variance, Third Edition by Stanton Glantz

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Summary

Primer of Applied Regression & Analysis of Variance is a textbook especially created for medical, public health, and social and environmental science students who need applied (not theoretical) training in the use of statistical methods.

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Primer of Applied Regression & Analysis of Variance, Third Edition Summary

Primer of Applied Regression & Analysis of Variance, Third Edition by Stanton Glantz

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A textbook on the use of advanced statistical methods in healthcare sciences

Primer of Applied Regression & Analysis of Variance is a textbook especially created for medical, public health, and social and environmental science students who need applied (not theoretical) training in the use of statistical methods. The book has been acclaimed for its user-friendly style that makes complicated material understandable to readers who do not have an extensive math background.

The text is packed with learning aids that include chapter-ending summaries and end-of-chapter problems that quickly assess mastery of the material. Examples from biological and health sciences are included to clarify and illustrate key points. The techniques discussed apply to a wide range of disciplines, including social and behavioral science as well as health and life sciences. Typical courses that would use this text include those that cover multiple linear regression and ANOVA.

  • Four completely new chapters
  • Completely updated software information and examples

About Stanton Glantz

Stanton Glantz is Professor of Medicine and Director of the Center for Tobacco Control Research and Education at the University of California San Francisco, where he conducts research on tobacco control and cardiology. He is author or co-author of over 300 scientific papers and nine books in addition to Primer of Biostatistics, 7th ed. (McGraw-Hill, 2012) and Primer of Applied Regression & Analysis of Variance, 2nd ed. (McGraw-Hill, 2001). He wrote the first major review (published in Circulation) which identified involuntary smoking as a cause of heart disease, and the landmark July 19, 1995 issue of JAMA on the Brown and Williamson documents, which showed that the tobacco industry knew 30 years ago that nicotine is addictive and that smoking causes cancer. His work has attracted considerable attention from the tobacco industry, which has sued the University of California twice (unsuccessfully) in an effort to stop Professor Glantz's work.

Table of Contents

1. Why Do Multivarite Analysis?

2. Understanding Simple Linear Regression

3. Regression with Two or More Independent Variables

4. Do the Data Fit the Assumptions?

5. Multicollinearity and What to Do About it?

6. Selecting the Best Regression Model

7. Missing Data (NEW)

8. One-Way Analysis of Variance

9. Two-Way Analysis of Variance

10. Nonlinear Regression (NEW)

11. Repeated Measures

12. Mixing Continuous and Categorical Variables: Analysis of Covariance

13. Survival Analysis (NEW)

14. Logistic Regression (NEW)

Appendices

Additional information

CIN0071824111G
9780071824118
0071824111
Primer of Applied Regression & Analysis of Variance, Third Edition by Stanton Glantz
Stanton Glantz
Used - Good
Hardback
McGraw-Hill Education - Europe
20151216
1216
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Primer of Applied Regression & Analysis of Variance, Third Edition