The present work focuses on elucidating the relationship between depressive symptoms in older adults and the variables age, gender, activity dependency, coping style and even a disease that is type 2 diabetes and each of these variables in that affect cognitive deterioration in a Senior Adult. Likewise, we intend to see the probability of occurrence of these variables, both in the presence and absence of depressive symptoms with the contribution of Bayesian methodology.