This is the 1st of 52 posts where I discuss how to bring academic research into DS industry.

- Primary Source: Microsoft Paper (2013)

Some possible next steps are...

- Include multiple covariates

- Remove variance with non-linear models, such as random forest

- Accounting for relationships in the data, such as network effects

If you have any corrections/questions/ideas, leave a comment or message me.