Power Analysis

Tags: Rinseo Park, SESOI, a-priori power analysis, post-hoc power analysis, statistical power
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  3. Tutorials
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  5. Power Analysis

To reference the Bolger & Laurenceau data, which the first two tutorials make use of, cite:

Bolger, N., & Laurenceau, J.-P. (2013). Intensive longitudinal methods: An introduction to diary and experience sampling research. Guilford Press.

“A-Priori Power Analysis for Multilevel Models” is adapted from:

Arend, M. G., & Schäfer, T. (2019). Statistical power in two-level models: A tutorial based on Monte Carlo simulation. Psychological Methods, 24(1), 1-19. https://doi.org/10.1037/met0000195.

TopicTutorial
1Power AnalysisPost-Hoc Power Analysis for Multilevel Models in R
2Power AnalysisPost-Hoc Power Sensitivity Analysis using the SESOI
3Power AnalysisA-Priori Power Analysis for Multilevel Models
4Power AnalysisFor power analysis with latent change score models see this tutorial by Hok Chio (Mark) Lai.