Speaker: Ioannis Kosmidis

brglm: Reduced-bias inference in generalized linear models

brglm: Reduced-bias inference in generalized linear models

This presentation focuses on the brglm R package, which provides methods for reduced-bias inference in univariate generalised linear models and multinomial regression models with either ordinal or nominal responses (Kosmidis, 2014, JRSSB and Kosmidis and Firth, 2011, Biometrika, respectively). The core fitting method is based on the iterative correction of the bias of the maximum […]

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