442 citations · 443 across the 2 of their papers we have counts for
2 papers
stat.ME2021★ 1 cited
On resampling methods for model assessment in penalized and unpenalized logistic regression
Angelika Geroldinger, Lara Lusa, Mariana Nold +1
Penalized logistic regression methods are frequently used to investigate the relationship between a binary outcome and a set of explanatory variables. The model performance can be…
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…