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Modern epidemiology / Timothy L. Lash.

By: Lash, Timothy LContributor(s): VanderWeele, Tyler J | Haneause, Sebastien | Rothman, KennethMaterial type: Computer fileComputer filePublisher: Philadelphia : Wolters Kluwer Health, 2021Copyright date: 2021Edition: 4th editionDescription: 1 online resource (1786 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9781975166281Additional physical formats: Print version:: Modern EpidemiologyOnline access: Open e-book
Contents:
Intro -- Title -- Copyright -- Contents -- Preface and Acknowledgments -- Contributors -- PART I Foundations -- 1 The Scope of Epidemiology -- 2 Causal Inference and Scientific Reasoning -- 3 Formal Causal Models -- 4 Measures of Occurrence -- 5 Measures of Effect and Measures of Association -- 6 Epidemiologic Study Design With Validity and Efficiency Considerations -- PART II Study Design and Interpretation -- 7 Cohort Studies -- 8 Case-­Control Studies -- 9 Public Health Surveillance -- 10 Field Methods -- 11 Studies Relying on Secondary Data -- 12 Confounding and Confounders -- 13 Measurement and Measurement Error -- 14 Selection Bias and Generalizability -- 15 Precision and Study Size -- PART III Data Analysis -- 16 Fundamentals of Epidemiologic Data Analysis -- 17 Introduction to Categorical Statistics -- 18 Stratification and Standardization -- 19 Categorical Analysis of Polytomous Exposures and Outcomes -- 20 Regression Analysis Part I: Model Specification -- 21 Regression Analysis Part II: Model Fitting and Assessment -- 22 Time-­To-­Event Analysis -- 23 Introduction to Bayesian Statistics -- 24 Longitudinal and Cluster-­Correlated Data Analysis -- 25 Causal Inference With Time-­Varying Exposures -- 26 Analysis of Interaction -- 27 Mediation Analysis -- 28 Instrumental Variables and Quasi-­Experimental Approaches -- 29 Bias Analysis -- 30 Ecologic Studies and Analysis -- 31 Agent-­Based Modeling -- PART IV Special Topics -- 32 Infectious Disease Epidemiology -- 33 Reproductive Epidemiology -- 34 Psychiatric Epidemiology -- 35 Clinical Epidemiology -- 36 Molecular Epidemiology -- 37 Genetic Epidemiology -- 38 Injury and Violence Epidemiology -- 39 Social Epidemiology -- 40 Environmental Epidemiology -- 41 Occupational Epidemiology -- 42 Nutritional Epidemiology -- 43 Pharmacoepidemiology -- Index.
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Intro -- Title -- Copyright -- Contents -- Preface and Acknowledgments -- Contributors -- PART I Foundations -- 1 The Scope of Epidemiology -- 2 Causal Inference and Scientific Reasoning -- 3 Formal Causal Models -- 4 Measures of Occurrence -- 5 Measures of Effect and Measures of Association -- 6 Epidemiologic Study Design With Validity and Efficiency Considerations -- PART II Study Design and Interpretation -- 7 Cohort Studies -- 8 Case-­Control Studies -- 9 Public Health Surveillance -- 10 Field Methods -- 11 Studies Relying on Secondary Data -- 12 Confounding and Confounders -- 13 Measurement and Measurement Error -- 14 Selection Bias and Generalizability -- 15 Precision and Study Size -- PART III Data Analysis -- 16 Fundamentals of Epidemiologic Data Analysis -- 17 Introduction to Categorical Statistics -- 18 Stratification and Standardization -- 19 Categorical Analysis of Polytomous Exposures and Outcomes -- 20 Regression Analysis Part I: Model Specification -- 21 Regression Analysis Part II: Model Fitting and Assessment -- 22 Time-­To-­Event Analysis -- 23 Introduction to Bayesian Statistics -- 24 Longitudinal and Cluster-­Correlated Data Analysis -- 25 Causal Inference With Time-­Varying Exposures -- 26 Analysis of Interaction -- 27 Mediation Analysis -- 28 Instrumental Variables and Quasi-­Experimental Approaches -- 29 Bias Analysis -- 30 Ecologic Studies and Analysis -- 31 Agent-­Based Modeling -- PART IV Special Topics -- 32 Infectious Disease Epidemiology -- 33 Reproductive Epidemiology -- 34 Psychiatric Epidemiology -- 35 Clinical Epidemiology -- 36 Molecular Epidemiology -- 37 Genetic Epidemiology -- 38 Injury and Violence Epidemiology -- 39 Social Epidemiology -- 40 Environmental Epidemiology -- 41 Occupational Epidemiology -- 42 Nutritional Epidemiology -- 43 Pharmacoepidemiology -- Index.

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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2022. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

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