6533b834fe1ef96bd129d100
RESEARCH PRODUCT
An extension of the censored gaussian lasso estimator
Luigi AugugliaroGianluca SottileVeronica Vinciottisubject
Censored data Censored glasso estimator Gaussian graphical model glasso estimator.Settore SECS-S/01 - Statisticadescription
The conditional glasso is one of the most used estimators for inferring 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 |
|---|---|---|---|---|
| 2019-01-01 |