THE SCALABLE BIRTH-DEATH MCMC ALGORITHM FOR MIXED GRAPHICAL MODEL LEARNING WITH APPLICATION TO GENOMIC DATA INTEGRATION

• Published in: The annals of applied statistics Vol. 17; no. 3; p. 1958
• Main Authors: Wang, Nanwei, Massam, Hélène, Gao, Xin, Briollais, Laurent
• Format: Journal Article
• Language: English
• Published: United States 01.09.2023
• Subjects: Genomic integration; SBDMCMC; TCGA; Mixed graphical models

Recent advances in biological research have seen the emergence of high-throughput technologies with numerous applications that allow the study of biological mechanisms at an unprecedented depth and scale. A large amount of genomic data is now distributed through consortia like The Cancer Genome Atla...