Additional Resources on Bayesian Statistics
Update 4/28/24: New and updated resources will be added within the next few days.
Books
- Gelman, A., Carlin, J. B., Stern, H. S., & Rubin, D. B. (2013). Bayeisan Data Analysis. Chapman and Hall/CRC.
- Johnson, A. A., Ott, M. Q., & Dogucu, M. (2022). Bayes Rules!: An introduction to applied Bayesian modeling. Chapman and Hall/CRC.
- Levy, R., & Mislevy, R. J. (2017). Bayesian psychometric modeling. Chapman and Hall/CRC.
Articles
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Świątkowski, W., & Carrier, A. (2020). There is nothing magical about Bayesian statistics: An introduction to epistemic probabilities in data analysis for psychology starters. Basic and Applied Social Psychology, 42(6), 387-412.
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A gentle introduction to Bayesian analysis: Applications to developmental research.