Multivariate methods of data analysis in cosmic-ray astrophysics

This report presents a coherent system of multivariate statistical methods dealing with analysis of data of stochastic nature. All stages of the analysis, from preprocessing to sophisticated physical inference on the theoretical models under consideration, are presented with numerous examples of applications.