Ab Testing, Experiment, Data Science, Machine Learning.
outcome data is not linear, the covariate might not reduce the variance uniformly across the range of the output variable. For example, the actual relationship between income and minutes that I modeled is not linear, but the formula specified in the OLS models does not know this. This will cause