Today the use of statistics has evolved far beyond its genesis. The use of statistics by individuals and organisations has become ubiquitous, leading to a wider informed knowledge-base that starts from the process to gather and understand the data up to the end phase where informed decisions need to be made. This is the case across the different thematic domains ranging from the natural and social sciences, medicine, business, and other areas. Statistics can be used and unfortunately, abused; the latter leading to the generation of serious errors in both description and analysis, in turn leading to misleading interpretations. Few are immune to such error generation and the need is felt to ensure that we are aware of the responsibilities res...