02-03. Bayesian analysis

Austin, P. C., Brunner, L. J., & Hux Md Sm, J. E. (2002). Bayeswatch: an overview of Bayesian statistics. Journal of evaluation in clinical practice, 8 (2), 277-286.

Bolstad, W. M., & Curran, J. M. (2016). Introduction to Bayesian statistics. John Wiley & Sons.

Gelman, A. (2009). Bayes, Jeffreys, prior distributions and the philosophy of statistics. Statistical Science, 24 (2), 176-178.

Gelman, A., & Shalizi, C. R. (2013). Philosophy and the practice of Bayesian statistics. British Journal of Mathematical and Statistical Psychology, 66(1), 8-38.

Glickman, M. E., & Dyk, D. A. V. (2007). Basic bayesian methodsTopics in Biostatistics, 319-338.

Kruschke, J. K. (2013). Bayesian estimation supersedes the t test. Journal of Experimental Psychology: General, 142(2), 573.

Kruschke, J. K., & Liddell, T. M. (2018). The Bayesian New Statistics: Hypothesis testing, estimation, meta-analysis, and power analysis from a Bayesian perspective. Psychonomic bulletin & review, 25(1), 178-206.

Kruschke, J. K., & Liddell, T. M. (2018). Bayesian data analysis for newcomers. Psychonomic bulletin & review, 25(1), 155-177.

Malone, H. E., & Coyne, I. (2020). Complementing the P-value from null-hypothesis significance testing with a Bayes factor from null-hypothesis Bayesian testing. Nurse Researcher, 28 (4).

van de Schoot, R., Depaoli, S., King, R., Kramer, B., Märtens, K., Tadesse, M.G., Vannucci, M., Gelman, A., Veen, D., Willemsen, J. and Yau, C. (2021). Bayesian statistics and modelling. Nature Reviews Methods Primers, 1(1), pp.1-26.

Wijeysundera, D. N., Austin, P. C., Hux, J. E., Beattie, W. S., & Laupacis, A. (2009). Bayesian statistical inference enhances the interpretation of contemporary randomized controlled trials. Journal of clinical epidemiology, 62 (1), 13-21.

Yarnell, C.J., Abrams, D., Baldwin, M.R., Brodie, D., Fan, E., Ferguson, N.D., Hua, M., Madahar, P., McAuley, D.F., Munshi, L. and Perkins, G.D. (2021). Clinical trials in critical care: can a Bayesian approach enhance clinical and scientific decision making? The Lancet Respiratory Medicine, 9 (2), pp.207-216.