most citedFirth's logistic regression with rare events: accurate effect estimates AND predictions?

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stat.ME2021★ 442 cited

Firth's logistic regression with rare events: accurate effect estimates AND predictions?

Rainer Puhr, Georg Heinze, Mariana Nold +2

Firth-type logistic regression has become a standard approach for the analysis of binary outcomes with small samples. Whereas it reduces the bias in maximum likelihood estimates of…