Lecture notes for annually taught summer course: Introduction to statistical data analysis

This web page used to be the home page for the book ``Foundations of Statistics: A Simulation-based Approach''. That book has been superceded by the lecture notes provided below.

  1. Download lecture notes from here.
  2. R files can be downloaded from here: lecture 1, lecture 2, lecture 3, lecture 4.
  3. Data are here.

Lecture notes for annually taught winter course: Advanced data analysis

  1. Download lecture notes from here.
  2. A tutorial on fitting linear mixed models using Bayesian methods is provided here.

Github repository

You can also visit my Github repository for my statistics notes. There are in various degrees of incompleteness and are heavily based on an MSc program in Statistics taught at the University of Sheffield's School of Mathematics and Statistics.

Comments, criticism, and requests for specific topics are most welcome (email: vasishth squiggle rz dot uni-potsdam dot de).