Inference of nonlinear causal effects with application to TWAS with GWAS summary data

Keyphrases

• Alzheimer's Disease 20%
• Causal Effect 100%
• Causal Genes 40%
• Causal Relations 20%
• Gene Expression Data 20%
• Gene-trait Association 20%
• Genome-wide Association Study 100%
• Instrumental Variable Regression 40%
• Inverse Regression 20%
• Linear Relationship 20%
• Nonlinear Modeling 20%
• Nonlinear Relationship 20%
• Nonlinear Transformation 20%
• Risk Factors 20%
• Sliced Inverse Regression 20%
• SNP 20%
• Source Code 20%
• TOMM40 20%
• Transcriptome-wide Association Study 100%
• Two-stage Least Squares 40%

Biochemistry, Genetics and Molecular Biology

• Gene Expression Data 20%
• Genome-Wide Association Study 100%
• Single Nucleotide Polymorphism 20%
• TOMM40 20%
• Transcriptome 100%