Before revision: However there is a lack of general methods for conducting statistical inference using more complex models  .
After revision: However there is a lack of general methods for conducting statistical inference using more complex models on data collected with (contextual) bandit algorithms; for example, current methods cannot be used for valid inference on parameters in a logistic regression model for a binary reward .