Consistency of ℓ _1 Penalized Negative Binomial Regressions
We prove the consistency of the ℓ_1 penalized negative binomial regression (NBR). A real data application about German health care demand shows that the ℓ_1 penalized NBR produces a more concise but more accurate model, comparing to the classical NBR.
READ FULL TEXT