Linked from

The 8 pages that link to Ridge regression, each with the reason it gives.

• RegularizationBroader topic: Its 1970s development brought regularization into statistical regression practice.

• Maximum a posteriori estimationBroader topic: Its penalty yields a MAP interpretation under a zero-centered Gaussian prior.