Coloquio Sergista de Matemáticas
Bayesian models for longitudinal data: theoretical and methodological extensions
Bayesian models for longitudinal data: theoretical and methodological extensions
Martha Lucía Corrales Bosio (Universidad Sergio Arboleda)
Martha Lucía Corrales Bosio (Universidad Sergio Arboleda)
Septiembre 30/2020 - 3:00 PM Invitación Zoom
Septiembre 30/2020 - 3:00 PM Invitación Zoom
Abstract:
This thesis explores the adjustment of models of antedependence to continuous longitudinal data where regression structures are established to the parameters of the model. To adjust the proposed models, the Bayesian method proposed by Cepeda and Gamerman is extended. Finally, some simulation studies and multiple applications are presented to observe the performance of the method.