Analysis Of Incidence Rates (2019)

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    There are many books about linear regression (for mean differences), logistic regression (odds ratios), and the Cox proportional hazards model (hazard ratios). There are several fine books about count models, which are often used for the analysis of incidence rates (counts of new events divided by person-time). In 1987, Breslow and Day published Statistical Methods in Cancer Research, Volume II: The Design and Analysis of Cohort Studies, an excellent discussion of rate standardization, Poisson regression, and other methods for incidence rates (Breslow and Day 1987). Their book was cutting-edge when published and it is still in print and worth reading. In the last three decades there have been advances in computing power, software, and methods. My goal was to pull some of that material together in one place. I hoped to create a book that clarifies what incidence rates are, reviews their advantages and limitations, promotes understanding of analytic methods, provides practical suggestions for analyses, and points out problems and pitfalls.

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