This book is the basic reading material for the course “Introduction to Data Analysis”, held at the University of Osnabrück in the winter term of 2019/2020, as part of the BSc Cognitive Science program. It introduces key concepts of data analysis from a frequentist and a Bayesian tradition. It uses R to handle, plot and analyze data. It relies on simulation to illustrate selected statistical concepts.