Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...

Linear regression forecasting is a time-series method that uses basic statistics to project future values for a target variable.

M. E. Greene, O. Rolfson, G. Garellick, M. Gordon, S. Nemes, Improved statistical analysis of pre- and post-treatment patient-reported outcome measures (PROMs): the applicability of piecewise linear ...

We propose a penalized quantile regression and an independence screening procedure to identify important covariates and to exclude unimportant ones for a general class of ultrahigh dimensional single ...