4 citations · 5 across the 4 of their papers we have counts for
4 papers
Vine dependence graphs with latent variables as summaries for gene expression data
Xinyao Fan, Harry Joe, Yongjin Park
The advent of high-throughput sequencing technologies has lead to vast comparative genome sequences. The construction of gene-gene interaction networks or dependence graphs on the…
A data-driven method for quantifying the impact of a genetic circuit on its host
Aqib Hasnain, Subhrajit Sinha, Yuval Dorfan +12
Genetic circuits are designed to implement certain logic in living cells, keeping burden on the host cell minimal. However, manipulating the genome often will have a significant im…
Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data
Yongjin Park, Abhishek Sarkar, Khoi Nguyen +1
Summary statistics of genome-wide association studies (GWAS) teach causal relationship between millions of genetic markers and tens and thousands of phenotypes. However, underlying…
Fast and reliable inference algorithm for hierarchical stochastic block models
Yongjin Park, Joel S. Bader
Network clustering reveals the organization of a network or corresponding complex system with elements represented as vertices and interactions as edges in a (directed, weighted) g…