Package index • HEART

End-to-end analysis

heart(): HEART: end-to-end analysis from individual-level data

Step 1: estimation and decorrelation

heart_assoc(): Per-variant target-only, auxiliary and decorrelated estimators
heart_density_ratio(): Density ratio between the target and the pooled population
heart_meta(): Decorrelated inverse-variance meta-analysis from summary statistics

Step 2: adaptive transfer via null decomposition

heart_test(): HEART test: adaptive transfer via null decomposition
heart_pi_estimate(): Estimate the four-group proportions from a pair of p-value sequences
heart_tail_estimate(): Estimate the left-tail parameters of the alternative p-value density
heart_statistic(): HEART test statistic
heart_null_cdf(): Composite null distribution of the HEART statistic

Simulation

heart_simulate(): Simulate target / source data under the four-group model

Package

HEART HEART-package: HEART: Heterogeneity-aware Empowerment via Adaptive Robust Transfer