Introduction: Due to the harmful economic and social effects caused by the confinement of people, the Colombian government entities have planned an intelligent quarantine based on the interpretation of the behavior in the curve data, from which they affirm that it has shown a reduction during the last days. Objective: To highlight the importance of the analysis of non-linear correlation models and all the statistical inference procedures for the design of a mathematical model that allows the prediction of data based on the age of
