Casual Inference project for examination of movie-duration effect on its success
In the Following project, we investgate the effect of movie duration on its success by applying various Casual Inference models Including:
- Inverse Propensity Score -LR/RF BASED
- Stratification
- Regression -Ridge with linear/non-linear (poly) features
- Doubly Robust Estimator
- KNN (not implemented yet)
In addition, We perform a Sensivity Analysis to measure our confidence regarding each of the mentioned models
In corporation with Noam Arbel