Abn Amro Developer, Tech, Logistic Regression, Data, Development.
predictive models, but they become less useful as causal models to understand the data generating process or estimate the true population probabilities. As a sidenote, regularization not only affects complex models. Using techniques like LASSO in logistic regression may also bias the covariate