The first part contains introduction to statistics in
particle physics. The method for identifying jets from b quarks
called b tagging is introduced and explained in detail. Several
b-tagging algorithms are described. Second part covers the author's own
research activity: the effect of misalignment on b-tagging
performance. Several alignment scenarios are compared in this study.