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ltgsmd
View on CRAN: Click
here
Download and install ltgsmd package within the R console
Install from CRAN:
install.packages("ltgsmd")
Install from Github:
library("remotes")
install_github("cran/ltgsmd") Install by package version:
library("remotes")
install_version("ltgsmd", "0.2.3") Attach the package and use:
library("ltgsmd")
Maintained by
Daiki Nakamura
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-02
Latest Update: 2026-09-02
Description:
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 the methodological paper "The Denominator Chooses the Estimand: A Target-Population True-Score Framework for Standardized Mean Differences" (Nakamura, in press, Psychological Methods).
How to cite:
Daiki Nakamura (2026). ltgsmd: Latent True-Score and Target-Population Anchored Geometric SMD. R package version 0.2.3, https://cran.r-project.org/web/packages/ltgsmd. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-09-27 15:02), 0.2.2 (2026-09-02 13:30)
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