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papers.Rmd
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papers.Rmd
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---
title: "Resources"
description: |
Papers on Undergraduate Bayesian Education
---
## Papers
- [Albert, J., & Hu, J. (2020). Bayesian Computing in the Undergraduate Statistics Curriculum. Journal of Statistics and Data Science Education.](https://www.tandfonline.com/doi/full/10.1080/10691898.2020.1847008){target="_blank"}
- [Bolstad, W. M. (2002). Teaching Bayesian statistics to undergraduates: Who, what, where, when, why, and how. In Proceedings of the Sixth International Conference on Teaching of Statistics.](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.215.6479&rep=rep1&type=pdf){target="_blank"}
- [Dogucu, M. & Hu, J. (2022). The Current State of Undergraduate Bayesian Education and Recommendations for the Future. The American Statistician](https://www.tandfonline.com/doi/full/10.1080/00031305.2022.2089232){target="_blank"}
- [Hoegh, A (2020). Why Bayesian ideas should be introduced in the Statistics curricula and how to do so. Journal of Statistics Education](https://amstat.tandfonline.com/doi/pdf/10.1080/10691898.2020.1841591){target="_blank"}
- [Hu, J. and Dogucu, M. (2022). Content and computing outline of two undergraduate Bayesian courses: Tools, examples, and recommendations. Stat.](https://onlinelibrary.wiley.com/doi/full/10.1002/sta4.452){target="_blank"}
- [Hu, J. (2020). A Bayesian Statistics Course for Undergraduates: Bayesian Thinking, Computing and Research. Journal of Statistics Education.](https://www.tandfonline.com/doi/full/10.1080/10691898.2020.1817815){target="_blank"}
- [Johnson, A., Rundel, C., Hu, J., Ross, K., & Rossman, A. (2020). Teaching an Undergraduate Course in Bayesian Statistics: A Panel Discussion. Journal of Statistics Education, 28(3), 251-261.](https://amstat.tandfonline.com/doi/pdf/10.1080/10691898.2020.1845499){target="_blank"}
- [Page, R., & Satake, E. (2017). Beyond P Values and Hypothesis Testing: Using the Minimum Bayes Factor to Teach Statistical Inference in Undergraduate Introductory Statistics Courses. Journal of Education and Learning, 6(4), 254-266.](https://eric.ed.gov/?id=EJ1150444){target="_blank"}
- [Rouder, J.N. & Morey, R.D. (2019). Teaching Bayes’ Theorem: Strength of Evidence as Predictive Accuracy ](https://www.tandfonline.com/doi/10.1080/00031305.2017.1341334){target="_blank"}
- [Sarafoglou, A., van der Heijden, A., Draws, T., Cornelisse, J., Wagenmakers, E. J., & Marsman, M. (2018). Combine Statistical Thinking With Scientific Practice: A Protocol of a Bayesian Thesis Project For Undergraduate Students. arXiv preprint arXiv:1810.07496.](https://arxiv.org/abs/1810.07496){target="_blank"}
- [Stewart, S., & Stewart, W. (2014). Teaching Bayesian statistics to undergraduate students through debates. Innovations in Education and Teaching International, 51(6), 653-663.](https://www.tandfonline.com/doi/full/10.1080/14703297.2013.791553?mobileUi=0){target="_blank"}
- [Stewart, W., & Stewart, S. (2014). Teaching Markov Chain Monte Carlo: Revealing the Basic Ideas Behind the Algorithm. PRIMUS, 24(1), 25-45.](https://www.tandfonline.com/doi/full/10.1080/10511970.2013.824054){target="_blank"}
- [van Doorn, J., Matzke, D., & Wagenmakers, E. J. (2020). An in-class demonstration of Bayesian inference. Psychology Learning & Teaching, 19(1), 36-45.](https://journals.sagepub.com/doi/full/10.1177/1475725719848574){target="_blank"}
- [Witmer, J. (2017). Bayes and MCMC for undergraduates. The American Statistician, 71(3), 259-264.](https://www.tandfonline.com/doi/full/10.1080/00031305.2017.1305289){target="_blank"}
## Editing the List
If you would like to make suggestions to this list, please do so either by creating an issue or a pull request on the [GitHub repo](https://www.github.com/mdogucu/undergrad-bayes){target="_blank"} (prefered) or via email. Please note that this list specifically focuses on _undergraduate_ Bayesian education. If you are making suggestions of a resource, please note how it is appropriate at the _undergraduate level_ if it is not obvious from the title or abstract.