Estimates the effect of assigning a different room (treatment) on hotel cancellation (effect)
- Implements a Logistic Regression to estimate treatment effect.
- Controls for confounding factors by implementing a double logistic regression.
- Accounts for uncertanity in the estimation (of treatment effect) by bootstrapping.
Conclusion: If a different hotel room is assigned then the probability of cancellation reduces by 8%.
Dataset: "hotel_cancellation.csv"