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  "Title": "Alternative Meta-Analysis Methods",
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  "Date": "2026-04-29",
  "Authors@R": "c(person(given = \"Lifeng\", family = \"Lin\",\nrole = c(\"aut\", \"cre\"), email = \"lifenglin@arizona.edu\",\ncomment = c(ORCID = \"0000-0002-3562-9816\")),\nperson(given = \"Yaqi\", family = \"Jing\", role = c(\"ctb\")),\nperson(given = \"Kristine J.\", family = \"Rosenberger\", role = c(\"ctb\")),\nperson(given = \"Linyu\", family = \"Shi\", role = c(\"ctb\")),\nperson(given = \"Yipeng\", family = \"Wang\", role = c(\"ctb\")),\nperson(given = \"Xing\", family = \"Xing\", role = c(\"ctb\"),\ncomment = c(ORCID = \"0000-0001-9394-8957\")),\nperson(given = \"Zhiyuan\", family = \"Yu\", role = c(\"ctb\")),\nperson(given = \"Haitao\", family = \"Chu\",\nrole = c(\"aut\"), email = \"chux0051@umn.edu\",\ncomment = c(ORCID = \"0000-0003-0932-598X\")))",
  "Maintainer": "Lifeng Lin <lifenglin@arizona.edu>",
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  "Description": "Provides alternative statistical methods for\nmeta-analysis, including: - bivariate generalized linear mixed\nmodels for synthesizing odds ratios, relative risks, and risk\ndifferences (Chu et al., 2012 <doi:10.1177/0962280210393712>) -\ntests and measures for between-study heterogeneity (Lin et al.,\n2017 <doi:10.1111/biom.12543>; Wang et al., 2022\n<doi:10.1002/sim.9261>; Yu et al., 2025\n<doi:10.1186/s12874-025-02719-7>); - measures, tests, and\nvisualization tools for publication bias or small-study effects\n(Lin and Chu, 2018 <doi:10.1111/biom.12817>; Lin, 2019\n<doi:10.1002/jrsm.1340>; Lin, 2020\n<doi:10.1177/0962280220910172>; Shi et al., 2020\n<doi:10.1002/jrsm.1415>); - meta-analysis of combining\nstandardized mean differences and odds ratios (Jing et al.,\n2023 <doi:10.1080/10543406.2022.2105345>); - meta-analysis of\ndiagnostic tests for synthesizing sensitivities, specificities,\netc. (Reitsma et al., 2005\n<doi:10.1016/j.jclinepi.2005.02.022>; Chu and Cole, 2006\n<doi:10.1016/j.jclinepi.2006.06.011>); - meta-analysis methods\nfor synthesizing proportions (Lin and Chu, 2020\n<doi:10.1097/ede.0000000000001232>); - models for multivariate\nmeta-analysis, measures of inconsistency degrees of freedom in\nBayesian network meta-analysis, and predictive P-score (Lin and\nChu, 2018 <doi:10.1002/jrsm.1293>; Lin, 2020\n<doi:10.1080/10543406.2020.1852247>; Rosenberger et al., 2021\n<doi:10.1186/s12874-021-01397-5>).",
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  "Author": "Lifeng Lin [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-3562-9816>), Yaqi Jing [ctb],\nKristine J. Rosenberger [ctb], Linyu Shi [ctb], Yipeng Wang\n[ctb], Xing Xing [ctb] (ORCID:\n<https://orcid.org/0000-0001-9394-8957>), Zhiyuan Yu [ctb],\nHaitao Chu [aut] (ORCID:\n<https://orcid.org/0000-0003-0932-598X>)",
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