Penalized Likelihood Regression in Reproducing Kernel Hilbert Spaces with Randomized Covariate Data

Xiwen Ma, Bin Dai, Ronald Klein +3

Classical penalized likelihood regression problems deal with the case that the independent variables data are known exactly. In practice, however, it is common to observe data with…