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Biostatistical methods in epidemiology / Stephen C. Newman.

By: Series: Wiley series in probability and statistics. Biostatistics section.Publication details: New York : John Wiley & Sons, ©2001.Description: 1 online resource (xii, 382 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 0471461601
  • 9780471461609
  • 0471272612
  • 9780471272618
Subject(s): Genre/Form: Additional physical formats: Print version:: Biostatistical methods in epidemiology.DDC classification:
  • 614.4/07/27 21
LOC classification:
  • RA652.2.M3 N49 2001eb
NLM classification:
  • WA 950
Online resources:
Contents:
Introduction -- Measurement issues in epidemiology -- Binomial methods for single sample closed cohort data -- Odds ratio methods for unstratified closed cohort data -- Odds ratio methods for stratified closed cohort data -- Risk ratio methods for closed cohort data -- Risk difference methods for closed cohort data -- Survival analysis -- Kaplan-Meier and actuarial methods for censored survival data -- Poisson methods for censored survival data -- Odds ratio methods for case-control data -- Standardized rates and age-period-cohort analysis -- Life tables -- Sample size and power --Logistic regression and cox regression. Appendix A. Odds ratio inequality -- Appendix B. Maximum likelihood theory -- Appendix C. Hypergeometric and conditional poisson distributions -- Appendix D. Quadratic equation for the odds ratio -- Appendix E. Matrix identities and inequalities -- Appendix F. Survival analysis and life tables -- Appendix G. Confounding in open cohort and case-control studies -- Appendix H. Odds ratio estimate in a matched case-control study.
In: Wiley e-booksSummary: An introduction to classical biostatistical methods in epidemiology. Biostatistical Methods in Epidemiology provides an introduction to a wide range of methods used to analyze epidemiologic data, with a focus on nonregression techniques. The text includes an extensive discussion of measurement issues in epidemiology, especially confounding. Maximum likelihood, Mantel-Haenszel, and weighted least squares methods are presented for the analysis of closed cohort and case-control data. Kaplan-Meier and Poisson methods are described for the analysis of censored survival data. A justification for usi.
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'A Wiley-Interscience publication.'

Includes bibliographical references (pages 359-375) and index.

Introduction -- Measurement issues in epidemiology -- Binomial methods for single sample closed cohort data -- Odds ratio methods for unstratified closed cohort data -- Odds ratio methods for stratified closed cohort data -- Risk ratio methods for closed cohort data -- Risk difference methods for closed cohort data -- Survival analysis -- Kaplan-Meier and actuarial methods for censored survival data -- Poisson methods for censored survival data -- Odds ratio methods for case-control data -- Standardized rates and age-period-cohort analysis -- Life tables -- Sample size and power --Logistic regression and cox regression. Appendix A. Odds ratio inequality -- Appendix B. Maximum likelihood theory -- Appendix C. Hypergeometric and conditional poisson distributions -- Appendix D. Quadratic equation for the odds ratio -- Appendix E. Matrix identities and inequalities -- Appendix F. Survival analysis and life tables -- Appendix G. Confounding in open cohort and case-control studies -- Appendix H. Odds ratio estimate in a matched case-control study.

An introduction to classical biostatistical methods in epidemiology. Biostatistical Methods in Epidemiology provides an introduction to a wide range of methods used to analyze epidemiologic data, with a focus on nonregression techniques. The text includes an extensive discussion of measurement issues in epidemiology, especially confounding. Maximum likelihood, Mantel-Haenszel, and weighted least squares methods are presented for the analysis of closed cohort and case-control data. Kaplan-Meier and Poisson methods are described for the analysis of censored survival data. A justification for usi.

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