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Releases: wmotte/gtmeta

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gtmeta 0.1.0

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@ckleier ckleier released this 07 Jul 06:53

gtmeta 0.1.0

First release.

  • Study constructors for univariate (igmi_studies()), multivariate
    (igmi_gaussian()), diagnostic test accuracy (igmi_dta_studies()), and
    prediction-model performance study objects.
  • Bures-Wasserstein barycenter pooling (bw_barycenter()) with the exact
    fixed-point iteration, descent/trace invariants as runtime checks, and
    reduction to the inverse-variance fixed-effect estimate in the scalar
    precision-weighted case.
  • Fisher-Rao distances and means with the Karcher-ball admissibility check.
  • Frechet-variance heterogeneity measures that recover classical Q, I2,
    and the DerSimonian-Laird moment estimator exactly in the scalar limit.
  • Exact location inference (chi-square ellipsoids), Frechet-scatter
    (HKSJ-type) inference, and bootstrap-over-studies defaults.
  • Robust Wasserstein-Fisher-Rao pooling (wfr_pool()), a redescending
    Andrews-sine M-estimator with transport cutoff pi * delta, plus an
    optional Python/POT bridge for general WFR distances.
  • Classical fixed-effect, random-effects, and UWLS benchmarks with AIC/BIC
    and leave-one-study-out predictive scoring.
  • Simulation generators, evaluation metrics, and adapters for Cochrane-style
    extracted estimates.
  • Theorem-anchored test suite: every estimator is tested against a numbered
    result in the accompanying mathematical notes.