Bayesian vs Frequentist Statistics | Part 1

This is an introductory course on the main differences between Bayesian and frequentist statistics. These methods are compared with the aid of an interactive R shiny app found freely online. During the course, the participant can use the app and gain practical insights. The course covers the following topics: statistical model, parameter estimation, hypothesis testing and typical statistical misconceptions.

INSTRUCTOR:
Eero Liski, statistician and machine learning analyst, Natural Resources Institute Finland

LINKS:

BOOK REFERENCES:
DeGroot, M. H., and Schervish, M. J. 2018. Probability and statistics. 4th edition. Pearson Education Inc.
Gelman, A. et al. 2013. Bayesian Data Analysis. 3rd edition. Chapman and Hall/CRC.
Kruschke, J. 2014. Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan. 2nd edition. Academic Press.