Package: MetaHunt
Title: Privacy-Preserving Meta-Analysis via Low-Rank Basis Hunting
Version: 0.1.0
Authors@R: c(
    person("Wenqi", "Shi", , "wenqishi18@gmail.com", role = c("aut", "cre")),
    person("Kosuke", "Imai", , "imai@harvard.edu", role = "aut"),
    person("Yi", "Zhang", , "yizhang0017@gmail.com", role = "aut"))
Description: Tools for privacy-preserving meta-analysis of
        function-valued quantities across heterogeneous studies.
        Implements the 'MetaHunt' pipeline, including the denoised
        functional Successive Projection Algorithm (d-fSPA) for basis
        hunting, constrained weight estimation, Dirichlet regression of
        weights on study-level covariates, target prediction, and
        split/cross conformal prediction intervals. Operates on
        aggregate-level function evaluations, so individual-level data
        from source studies are not required. Methodology described in
        Shi, Imai, and Zhang (2026) <doi:10.48550/arXiv.2604.23847>.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Depends: R (>= 4.0)
Imports: quadprog, DirichletReg, stats, graphics, grDevices, withr
Suggests: grf, knitr, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/WShi18/MetaHunt,
        https://wshi18.github.io/MetaHunt/,
        https://arxiv.org/abs/2604.23847
BugReports: https://github.com/WShi18/MetaHunt/issues
VignetteBuilder: knitr
Repository: https://wshi18.r-universe.dev
Date/Publication: 2026-05-07 00:47:03 UTC
RemoteUrl: https://github.com/wshi18/metahunt
RemoteRef: HEAD
RemoteSha: ea2aa310d6eb9d816554df9e0b6149a102b0c7af
NeedsCompilation: no
Packaged: 2026-06-12 07:22:23 UTC; root
Author: Wenqi Shi [aut, cre],
  Kosuke Imai [aut],
  Yi Zhang [aut]
Maintainer: Wenqi Shi <wenqishi18@gmail.com>