Dimension reduction in the linear model for right-censored data: predicting the change of HIV-I RNA levels using clinical and protease gene mutation data.

doi:10.1007/s10985-004-4776-8

Article

Dimension reduction in the linear model for right-censored data: predicting the change of HIV-I RNA levels using clinical and protease gene mutation data.

Lifetime data analysis - 1 Dec 2004

Huang Jie, Harrington David

Abstract excerpt

With rapid development in the technology of measuring disease characteristics at molecular or genetic level, it is possible to collect a large amount of data on various potential predictors of the clinical outcome of interest in medical research. It is often of interest to effectively use the information on a large number of predictors to make prediction of the interested outcome. Various statistical tools were...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Dimension reduction in the linear model for right-censored data: predicting the change of HIV-I RNA levels using clinical and protease gene mutation data.

Abstract excerpt

Topics

Related research