In this chapter, we will explain what statistical boosting is, how it works, and introduce the notion of using statistical boosting to better understand data in a database.
We have again broken the subjects in this chapter down into the following important areas for clarity:
- Definition and purpose of statistical boosting
- What you can learn from boosting (to help) your database
- Using R to illustrate boosting methods