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  "Title": "Latent True-Score and Target-Population Anchored Geometric SMD",
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  "Description": "Implements the latent true-score and target-population\nanchored geometric standardized mean difference (LTG-SMD)\nframework for two-group effect-size analysis. Provides plug-in\nestimation, analytic delta-method confidence intervals using a\nsample fourth-moment plug-in, bias-corrected and\nbias-corrected-accelerated nonparametric bootstrap confidence\nintervals with study x group stratification,\ndenominator-sensitivity profiles, and multi-site meta-analytic\nwrappers. Includes denominator-diagnostic reporting, a\npluggable reliability estimator interface, and an explicit\ninterface for specifying the target reference distribution.\nCompanion software to Nakamura (2026) \"The Denominator Chooses\nthe Estimand: A Target-Population True-Score Framework for\nStandardized Mean Differences\" <doi:10.1037/met0000875>.",
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  "URL": "https://doi.org/10.17605/OSF.IO/KW9R6",
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  "Author": "Daiki Nakamura [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-0625-6918>)",
  "Maintainer": "Daiki Nakamura <nakamura@miyazaki-u.ac.jp>",
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      "page": "ltgsmd-package",
      "title": "ltgsmd: Latent True-Score and Target-Population Anchored Geometric SMD",
      "topics": [
        "ltgsmd-package",
        "ltgsmd"
      ]
    },
    {
      "page": "coef_alpha",
      "title": "Compute coefficient alpha (Cronbach's alpha)",
      "topics": [
        "coef_alpha"
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    },
    {
      "page": "compute_ltg_smd",
      "title": "Compute the LTG-SMD and related effect-size estimates",
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        "compute_ltg_smd"
      ]
    },
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      "title": "Denominator diagnostics for an LTG-SMD analysis",
      "topics": [
        "denominator_diagnostics"
      ]
    },
    {
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      "title": "Denominator-sensitivity profile across six symmetric denominators",
      "topics": [
        "denominator_sensitivity"
      ]
    },
    {
      "page": "export_supplementary",
      "title": "Export an LTG-SMD analysis to a supplementary appendix template",
      "topics": [
        "export_supplementary"
      ]
    },
    {
      "page": "ltg_smd_ci",
      "title": "Compute confidence intervals for the LTG-SMD",
      "topics": [
        "ltg_smd_ci"
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    },
    {
      "page": "multisite_ltg_smd",
      "title": "Multi-site LTG-SMD analysis with cross-site reference anchoring",
      "topics": [
        "multisite_ltg_smd"
      ]
    },
    {
      "page": "sensitivity_reference",
      "title": "Sensitivity of the LTG-SMD to the choice of target reference",
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        "sensitivity_reference"
      ]
    }
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      "headings": [
        "Overview",
        "1. Single-study analysis with a holdout reference",
        "Confidence intervals",
        "Denominator diagnostics (Table F.1 format)",
        "Denominator sensitivity (six symmetric denominators)",
        "2. Single-study analysis with an external reference",
        "3. Multi-site analysis with cross-site pooled reference",
        "4. Sensitivity to the target reference",
        "5. Exporting a supplementary appendix",
        "Decision rule: when does the LTG-SMD framework matter?",
        "References"
      ],
      "created": "2026-09-02 11:30:09",
      "modified": "2026-09-27 13:00:02",
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