(he/him) - NeuroData lab Johns Hopkins University - Biomedical Engineering
j1c@jhu.edu @j1c (Github) @j1c (Twitter)
(aka networks or graphs)
Causal effect exists between exposure () and outcome () if:
Our hypothesis: Connectome|GenomeConnectome Connectome|GenomeConnectome
Alternatively: Connectome, GenomeConnectomeGenome Connectome, GenomeConnectomeGenome
Known as independence testing
Test statistic: distance correlation (dcorr)
Implication if false: there exists an associational heritability.
Test: Alcohol$\perp\!\!\!\!\perp$Smoking
- $P[i\rightarrow j]$ = $\langle x_i, x_j\rangle$