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ltgsmd: Latent True-Score and Target-Population Anchored Geometric SMD
Implements the latent true-score and target-population anchored geometric standardized mean difference (LTG-SMD) framework for two-group effect-size analysis. Provides plug-in estimation, analytic delta-method confidence intervals using a sample fourth-moment plug-in, bias-corrected and bias-corrected-accelerated nonparametric bootstrap confidence intervals with study x group stratification, denominator-sensitivity profiles, and multi-site meta-analytic wrappers. Includes denominator-diagnostic reporting, a pluggable reliability estimator interface, and an explicit interface for specifying the target reference distribution. Companion software to Nakamura (2026) "The Denominator Chooses the Estimand: A Target-Population True-Score Framework for Standardized Mean Differences" <doi:10.1037/met0000875>.
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Package details |
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| Author | Daiki Nakamura [aut, cre] (ORCID: <https://orcid.org/0000-0002-0625-6918>) |
| Maintainer | Daiki Nakamura <nakamura@miyazaki-u.ac.jp> |
| License | MIT + file LICENSE |
| Version | 0.2.3 |
| URL | https://doi.org/10.17605/OSF.IO/KW9R6 |
| Package repository | View on CRAN |
| Installation |
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