Improving the stability of bivariate correlations using informative Bayesian priors: a Monte Carlo simulation study

ObjectiveMuch of psychological research has suffered from small sample sizes and low statistical power, resulting in unstable parameter estimates. The Bayesian approach offers a promising solution by incorporating prior knowledge into statistical models, which may lead to improved stability compared...

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Bibliographic Details
Main Author: Carl Delfin
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2023.1253452/full