Fixed Effects Logit Estimator and the Incidental Parameter Problem
Fixed effects (FE) regressions are a useful tool for controlling for time-invariant factors in a regression specification. When using a linear OLS model, FE represent the average value of the dependent variable for that individual after controlling for covariates. Estimating a fixed effects model for non-linear regressions, however, can be problematic. For instance, if you…