MetaHunt recovers latent basis functions via an extended successive projection algorithm to enable privacy-preserving prediction of function-valued meta-analytic quantities from study-level covariates and estimates alone.
Federated causal inference in heterogeneous observational data.Statistics in Medicine, 42(24):4418–4439, 2023a
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Privacy-preserving Meta-analysis through Low-Rank Basis Hunting
MetaHunt recovers latent basis functions via an extended successive projection algorithm to enable privacy-preserving prediction of function-valued meta-analytic quantities from study-level covariates and estimates alone.