Courses
Tutorial on Bayesian Nonparametrics
Link to the code for the exercises
Bayesian Statistics
Link to the birth rate dataset
Link to the practical exercise sheet, Stan/RStan version, (Rmd)
Link to the practical exercise sheet, JAGS/runjags version, (Rmd)
Link to the practical exercise sheet, Python version, using JAGS/PyJAGS, (qmd, ipynb)
Bayesian Statistics JC2BIM
Good practices in R: code and package development
Essentials of Probability and Introduction to Statistics
Slides:
Some exercises (with solutions):
http://www.ms.uky.edu/~sohum/ma162/sp_10/lectures/lec16alt.pdf
http://web.eecs.utk.edu/~roberts/ECE504/ExerciseAnswers/Chap1Answers.pdf
http://www.analyzemath.com/statistics/statistics_probability_1.html
Seminar slides