- To examine different treatment groups, first conduct a omnibus test. A significant effect then tells you that there is a difference between some groups. To examine which differences there are for which groups, post hoc testing is used. In this chapter, different variants of post-hoc testing are discussed. List them and give a brief discussion of each variant.