The book demonstrates how statistical preparation and analysis of data can be carried out using the freely available R package. Through a series of progressive learning units, it provides the necessary tools to perform statistical analyses even without prior programming knowledge. A range of statistical methods (empirical and theoretical distributions, simulation, various hypothesis tests, regression and variance analyses, time series analyses, multivariate methods) are applied exemplarily. Additional exercises with possible solutions deepen the respective topic area.