Work

Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models

Year: 2010

Type: article

Abstract: -CV, AIC, and BIC, on both synthetic data and a real microarray dataset. StARS outperforms all these competing procedures.

Source: PubMed

DOI: 10.48550/arxiv.1006.3316

Authors: Liu, Han, Roeder, Kathryn, Wasserman, Larry

Institution: Carnegie Mellon University

Language: English

Topic: Statistical Methods and Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

Funder: National Institute of Mental Health

Award: Genetic association in schizophrenia and other disorders

OpenAlex ID: W2163702333

FWCI: 6.027

Cites: 23

Cited by: 456

Related to: 10