This thesis discusses the yield analysis process for determining the efficacy of experimental changes to a semiconductor manufacturing line, specifically within the chemical mechanical planarization department. Three yield analysis projects were analyzed and related to relevant literature to determine how the changes might impact overall semiconductor yield.