Modern Epidemiology

Höfundur Timothy L. Lash; Tyler J. VanderWeele; Sebastien Haneause; Kenneth Rothman

Útgefandi Wolters Kluwer Health

Snið ePub

Print ISBN 9781451193282

Útgáfa 4

Útgáfuár

14.690 kr.

Description

Efnisyfirlit

  • Cover image
  • 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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