The Dantzig selector (DS) is a recent approach of estimation in high-dimensional linear regression models with a large number of explanatory variables and a relatively small number of observations. As ...

Estimation procedures and confidence intervals are given for the median and mean survival time in the proportional hazard regression model. For median survival, the methods apply to censored data. The ...

Survival models using EHR data predicted progression from NPDR or DME to PDR in type 2 diabetes patients. Key risk factors for progression included age, race, NPDR severity, and diabetic nephropathy.

A randomized phase II study of TSU-68 in patients (pts) with hepatocellular carcinoma (HCC) treated by transarterial chemoembolization (TACE). Background: Sunitinib (SU) improved median ...

The objectives of the course are two-fold: To learn to use common parametric regression and classification modeling techniques to develop predictive models for medium to large data sets. Understand ...