Ab Testing, Experiment, Data Science, Machine Learning.
We can have interactions among covariates We can have non-linear data We can have covariates with missing data We know that non-parametric models will be much better at reducing the bias in the data, so one technique I experimented with is replacing the OLS models with a RandomForest model. The