MetaHunt extends the Successive Projection Algorithm to functional data to recover low-rank basis functions, models mixing weights via study-level covariates, and provides conformal prediction intervals for meta-analytic prediction from summary information alone.
and Yang, S
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A review organizes externally controlled trial methodology through causal estimands and identifiability assumptions for single-arm and hybrid designs with borrowing strategies.
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Privacy-preserving Meta-analysis through Low-Rank Basis Hunting
MetaHunt extends the Successive Projection Algorithm to functional data to recover low-rank basis functions, models mixing weights via study-level covariates, and provides conformal prediction intervals for meta-analytic prediction from summary information alone.
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Externally Controlled Trials: A Review of Design and Borrowing Through a Causal Lens
A review organizes externally controlled trial methodology through causal estimands and identifiability assumptions for single-arm and hybrid designs with borrowing strategies.