Whether Association Evidence Can Be Combined Across Cohorts
Use meta-analysis to pool compatible association rows across cohorts or studies.
- inputs: summary-mode
PolyGeniusAssociationsobjects - rows must represent the same estimand and effect scale
pooled <- associate$meta(
ROSMAP = rosmap.assoc,
ACT = act.assoc,
method = "random"
)What comes back
A meta-analysis PolyGeniusAssociations object with pooled estimates, standard errors, confidence intervals, p-values, and study counts.
Plotting
visualize$associations$forest(pooled) visualize$associations$heatmap(pooled)