6533b82cfe1ef96bd129058b

RESEARCH PRODUCT

SPARSE INFERENCE IN COVARIATE ADJUSTED CENSORED GAUSSIAN GRAPHICAL MODELS

Luigi AugugliaroGianluca SottileAngelo Mineo

subject

Gaussian graphical modelcensored glasso estimatorcensored dataglasso estimator

description

The covariate adjusted 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.

yearjournalcountryeditionlanguage
2021-01-01
10.36253/978-88-5518-340-6http://hdl.handle.net/10447/533703