6533b838fe1ef96bd12a4192
RESEARCH PRODUCT
Covariate adjusted censored gaussian lasso estimator
Luigi AugugliaroGianluca SottileVeronica Vinciottisubject
Gaussian graphical modelCensored dataglasso estimatorCensored glasso estimatorSettore SECS-S/01 - Statisticadescription
The covariate adjusted glasso is one of the most used estimators for in- ferring genetic networks. Despite its diffusion, there are several fields in applied research where the limits of detection of modern measurement technologies make the use of this estimator theoretically unfounded, even when the assumption of a multivariate Gaussian distribution is satisfied. In this paper we propose an extension to censored data.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2021-06-01 |