Releases: wmotte/gtmeta
Releases · wmotte/gtmeta
Release list
gtmeta 0.1.0
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 cutoffpi * 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.