Advisor: Dr.L. Sarro

The bayesian hierarchical models are used to obtain the posterior distributions of parameters that describe the physical properties of young stellar clusters. These properties depend of each other in a hierarchical way, thus, the Bayesian hierarchical methodology is an ad hoc option to analyse this stellar systems.