Regressions applied to the study of discrete events in epidemiology

Revista de la Universidad Industrial de Santander. Salud

Diaz-Quijano, Fredi Alexander¹ 

[1] Universidade de São Paulo, Brasil

关键词: Generalized Lineal Models;    Poisson Regression;    Binomial Regression;    Incidence Rate Ratio;    Relative Risk;    Prevalence Ratio.;   

DOI  :  10.18273/revsal.v48n1-2016001

学科分类：医学（综合）

来源: Universidad Industrial de Santander

【 摘 要 】

Some basic aspects about using regressions in epidemiological studies are reviewed. Particularly, this manuscript focused on those applied to the study of discrete events. Generalized lineal models, such as Poisson and log-binomial, have a structure that is an extension of a lineal equation to analyze discrete outcomes. Thus, we can estimate association measures as the incidence rate ratio, using the Poisson regression, or the relative risk (or prevalence ratio), using log-binomial regression. In each case it is essential to know the nature of the dependent variable, as well as, its distribution and recognize the limitations of each analysis tool.

【 授权许可】

Unknown