Statistical Tools for Epidemiologic Research
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Statistical Tools for Epidemiologic Research

Statistical Tools for Epidemiologic Research


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About the Book

In this innovative new book, Steve Selvin provides readers with a clear understanding of intermediate biostatistical methods without advanced mathematics or statistical theory (for example, no Bayesian statistics, no causal inference, no linear algebra and only a slight hint of calculus). This text answers the important question: After a typical first-year course in statistical methods, what next? Statistical Tools for Epidemiologic Research thoroughly explains not just how statistical data analysis works, but how the analysis is accomplished. From the basic foundation laid in the introduction, chapters gradually increase in sophistication with particular emphasis on regression techniques (logistic, Poisson, conditional logistic and log-linear) and then beyond to useful techniques that are not typically discussed in an applied context. Intuitive explanations richly supported with numerous examples produce an accessible presentation for readers interested in the analysis of data relevant to epidemiologic or medical research.

Table of Contents:
CHAPTER 1: Two measures of risk: odds ratios and average rates CHAPTER 2: Tabular data: the 2× k table and summarizing 2 × 2 tables CHAPTER 3: Two especially useful estimation tools CHAPTER 4: Linear logistic regression: discrete data CHAPTER 5: Logistic regression: continuous data CHAPTER 6: Analysis of count data: Poisson regression model CHAPTER 7: Analysis of matched case/control data CHAPTER 8: Spatial data: estimation and analysis CHAPTER 9: Classification: three examples CHAPTER 10: Three smoothing techniques CHAPTER 11: Case study: description and analysis CHAPTER 12: Longitudinal data analysis CHAPTER 13: Analysis of multivariate tables CHAPTER 14: Misclassification: a detailed description of a simple case CHAPTER 15: Advanced topics

About the Author :
Steve Selvin, PhD, is Professor and Head of Biostatistics at the School of Public Health, University of California, Berkeley.


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Product Details
  • ISBN-13: 9780199755967
  • Publisher: Oxford University Press Inc
  • Publisher Imprint: Oxford University Press Inc
  • Height: 165 mm
  • No of Pages: 512
  • Weight: 885 gr
  • ISBN-10: 0199755965
  • Publisher Date: 03 Feb 2011
  • Binding: Hardback
  • Language: English
  • Spine Width: 41 mm
  • Width: 239 mm


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