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Between 2009 and 2016, 10,124 fatalities from cancer of the breast and 2,116 deaths from cervical cancer tumors had been recorded within the Mortality Information System among females elderly twenty years and over. The records had been geocoded by address of residence and grouped relating to Primary Health Care coverage areas. A spatial regression modeling ended up being come up with making use of the Bayesian approach with a Besag-York-Mollié construction to verify the association of fatalities with chosen