Comparison of Prior Setting Methods for Multilevel Model Effect Estimation Based on Small Sample Imbalanced Nested Data in Bayesian Framework.

Comput Intell Neurosci · 2022 · PMC9678455 · PMID 36419509

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a decreasing trendno p-value reported

In addition, the bias value and RMSE value of the nesting effect under the uniform prior have a significant increasing trend, while the gamma prior estimating the bias value and the RMSE value of the nesting effect have a decreasing trend, and they are generally smaller and more stable.

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