REVIEW
Published on 04 Jun 2019
Review of Causal Discovery Methods Based on Graphical Models
doi 10.3389/fgene.2019.00524
- 139,371 views
- 583 citations
- Frontiers in Genetics
- Statistical Genetics and Methodology
- Research Topics
- Shift the Current Paradigm of Genetic Studies of Complex Diseases from Association to Causation
Shift the Current Paradigm of Genetic Studies of Complex Diseases from Association to Causation
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Articles
ORIGINAL RESEARCH
Published on 21 Feb 2019
Identifying Multi-Omics Causers and Causal Pathways for Complex Traits
doi 10.3389/fgene.2019.00110
- 5,628 views
- 16 citations
METHODS
Published on 02 Oct 2018
Learning Subject-Specific Directed Acyclic Graphs With Mixed Effects Structural Equation Models From Observational Data
doi 10.3389/fgene.2018.00430
- 3,531 views
- 2 citations
ORIGINAL RESEARCH
Published on 24 Sep 2018
Genome-Wide Association and Mechanistic Studies Indicate That Immune Response Contributes to Alzheimer’s Disease Development
doi 10.3389/fgene.2018.00410
- 5,796 views
- 50 citations
METHODS
Published on 31 Aug 2018
Bivariate Causal Discovery and Its Applications to Gene Expression and Imaging Data Analysis
doi 10.3389/fgene.2018.00347
- 4,127 views
- 12 citations
REVIEW
Published on 23 Aug 2018
A Perspective of the Cross-Tissue Interplay of Genetics, Epigenetics, and Transcriptomics, and Their Relation to Brain Based Phenotypes in Schizophrenia
doi 10.3389/fgene.2018.00343
- 3,305 views
- 6 citations
ORIGINAL RESEARCH
Published on 09 Aug 2018
Multi-omic Directed Networks Describe Features of Gene Regulation in Aged Brains and Expand the Set of Genes Driving Cognitive Decline
doi 10.3389/fgene.2018.00294
- 6,144 views
- 24 citations
REVIEW
Published on 10 Jul 2018
Application of Causal Inference to Genomic Analysis: Advances in Methodology
doi 10.3389/fgene.2018.00238
- 11,994 views
- 22 citations
