| Titre : |
Biostatistical methods in epidemiology |
| Type de document : |
texte imprimé |
| Auteurs : |
Stephen C. Newman (1952-....) |
| Editeur : |
New York - New York - Etats-Unis : Wiley |
| Année de publication : |
2001 |
| Importance : |
xii, 382 p. |
| Présentation : |
ill. |
| Format : |
25 cm |
| ISBN/ISSN/EAN : |
978-0-471-36914-1 |
| Note générale : |
"A Wiley-Interscience publication." |
| Langues : |
Anglais (eng) |
| Catégories : |
Analyse par cohorte ; Biométrie ; Épidémiologie -- Méthodes statistiques
|
| Index. décimale : |
614.4 07 27 |
| Résumé : |
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 |
| Note de contenu : |
Preface -- Ch. 1. Introduction: 1.1 Probability -- 1.2 Parameter Estimation -- 1.3 Random Sampling -- Ch. 2. Measurement Issues in Epidemiology: 2.1 Systematic and Random Error -- 2.2 Measures of Effect -- 2.3 Confounding -- 2.4 Collapsibility Approach to Confounding -- 2.5 Counterfactual Approach to Confounding -- 2.6 Methods to Control Confounding -- 2.7 Bias Due to an Unknown Confounder -- 2.8 Misclassification -- 2.9 Scope of this Book -- Ch. 3. Binomial Methods for Single Sample Closed Cohort Data: 3.1 Exact Methods -- 3.2 Asymptotic Methods -- Ch. 4. Odds ratio methods for unstratified closed cohort data -- Ch. 5. Odds ratio methods for stratified closed cohort data -- Ch. 6. Risk ratio methods for closed cohort data -- Ch. 7. Risk difference methods for closed cohort data -- Ch. 8. Survival analysis -- Ch. 9. Kaplan-Meier and actuarial methods for censored survival data -- Ch. 10. Poisson Methods for Censored Survival Data: 10.1 Poisson Methods for Single Sample Survival Data -- 10.2 Poisson Methods for Unstratified Survival Data -- 10.3 Poisson Methods for Stratified Survival Data -- Ch. 11. Odds Ratio Methods for Case-Control Data: 11.1 Justification of the Odds Ratio Approach -- 11.2 Odds Ratio Methods for Matched-Pairs Case-Control Data -- 11.3 Odds Ratio Methods for (1 : M) Matched Case-Control Data -- Ch. 12. Standardized Rates and Age-Period-Cohort Analysis: 12.1 Population Rates -- 12.2 Directly Standardized Death Rate -- 12.3 Standardized Mortality Ratio -- Ch. 13. Life tables -- Ch. 14. Sample size and power -- Ch. 15. 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
12.4 Age-Period-Cohort Analysis |
Biostatistical methods in epidemiology [texte imprimé] / Stephen C. Newman (1952-....) . - New York - New York - Etats-Unis (New York - New York - Etats-Unis) : Wiley, 2001 . - xii, 382 p. : ill. ; 25 cm. ISBN : 978-0-471-36914-1 "A Wiley-Interscience publication." Langues : Anglais ( eng)
| Catégories : |
Analyse par cohorte ; Biométrie ; Épidémiologie -- Méthodes statistiques
|
| Index. décimale : |
614.4 07 27 |
| Résumé : |
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 |
| Note de contenu : |
Preface -- Ch. 1. Introduction: 1.1 Probability -- 1.2 Parameter Estimation -- 1.3 Random Sampling -- Ch. 2. Measurement Issues in Epidemiology: 2.1 Systematic and Random Error -- 2.2 Measures of Effect -- 2.3 Confounding -- 2.4 Collapsibility Approach to Confounding -- 2.5 Counterfactual Approach to Confounding -- 2.6 Methods to Control Confounding -- 2.7 Bias Due to an Unknown Confounder -- 2.8 Misclassification -- 2.9 Scope of this Book -- Ch. 3. Binomial Methods for Single Sample Closed Cohort Data: 3.1 Exact Methods -- 3.2 Asymptotic Methods -- Ch. 4. Odds ratio methods for unstratified closed cohort data -- Ch. 5. Odds ratio methods for stratified closed cohort data -- Ch. 6. Risk ratio methods for closed cohort data -- Ch. 7. Risk difference methods for closed cohort data -- Ch. 8. Survival analysis -- Ch. 9. Kaplan-Meier and actuarial methods for censored survival data -- Ch. 10. Poisson Methods for Censored Survival Data: 10.1 Poisson Methods for Single Sample Survival Data -- 10.2 Poisson Methods for Unstratified Survival Data -- 10.3 Poisson Methods for Stratified Survival Data -- Ch. 11. Odds Ratio Methods for Case-Control Data: 11.1 Justification of the Odds Ratio Approach -- 11.2 Odds Ratio Methods for Matched-Pairs Case-Control Data -- 11.3 Odds Ratio Methods for (1 : M) Matched Case-Control Data -- Ch. 12. Standardized Rates and Age-Period-Cohort Analysis: 12.1 Population Rates -- 12.2 Directly Standardized Death Rate -- 12.3 Standardized Mortality Ratio -- Ch. 13. Life tables -- Ch. 14. Sample size and power -- Ch. 15. 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
12.4 Age-Period-Cohort Analysis |
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