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December 5, 2025The Stata Journal Promoting communications on statistics and Stata

r2ₘlm: A command for computing R-squared measures for models fit by mixed

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Authors

AGAnthony J. GambinoDMD. Betsy McCoach

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Overview

This article demonstrates how r2_mlm computes R-squared measures in mixed models, suggesting improved accuracy in multilevel modeling.

Key Points

  • Results show the R-squared measures can clarify model effectiveness and potential bias.
  • Key features include alerts for potential conflation bias in model specifications.
  • The method involves a new postestimation command for multilevel models and mixed models.
  • Overall, this framework may enhance the interpretability of statistical models in research.

Cite This Study

Gambino et al. (2025) studied this question.

synapsesocial.com/papers/693231308e51979591dce853https://doi.org/10.1177/1536867x251398326
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