Hierarchy

A Hierarchy is set of parent-child relationship between certain attributes of a dimension. 

An example gives you a clear idea what an hierarchy is

To know about Ragged and Skipped hierarchies check this
http://prashanthobiee.blogspot.in/2013/01/ragged-and-skipped-hierarchy.html