Explanatory variables

Journal of Biometrics & Biostatistics

article

Gholamreza Hessian¹ 

[1] Department of Statistics, Payame Noor University

关键词: Binomial regression;   

来源: Hilaris Publisher

【 摘 要 】

Binomial regression is employed to assess therelationship between a binary response variable and otherexplanatory variables. Popular instances of binomial regressioninclude examination of the etiology of adverse health statesemploying a case-control study and development of predictionalgorithms for assessing the danger of adverse health outcomes(e.g., risk of a heart attack). In R, a binomial regression modelcan be fit using the glm() function. In this chapter, we demonstratethe following aspects of binomial regression, with R code,using real data examples: •To highlight the main components ofa binomial model fitting using the glm() function•How toevaluate the modeling assumptions in binomial regression?•Howto relax the assumptions once they are violated.

【 授权许可】

Unknown