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Counterfactual Synthesis

Original τ²: — Transported τ²: —

Optimal Trial Design (EVSI Analysis)

Net benefit of a new trial in the target population, accounting for residual heterogeneity.

Variance Decomposition

—%
Heterogeneity Resolved
(Transport Component)

Decision Summary (Target Population)

θ* (Transported)
95% CI
P(Beneficial)
E-Value
I² (Total)
I² (Structural)
I² (Transport)
EVPI (per pt)

LOO Diagnostics & Validation

LOO MSE (Original)
LOO MSE (Transported)

Lower LOO error in transported model confirms that adjusting for population improves generalizability.

Influential Studies

StudyInfluenceQ Contrib

Bootstrap Inference

Bootstrap B
Boot SE
BCa 95% CI
Percentile CI