The use of the term “Gauss’ bell curve” in the title is an excellent match to the profile of this paper that combines in a harmonious manner the theoretical elements of superior mathematics with case studies, operational procedures and exemplifications addressed to all practitioners who face them daily in various areas of their socio-economic life, with illustrations – mainly – from the quality control field.