A. Grané Chávez, I. Albarrán, P. Alonso
Disability and dependence (lack of autonomy in performing common everyday actions) affect health status and quality of life, therefore they are significant public health issues. The main purpose of this study is to establish the existing relationship among different variables (continuous, categorical and binary) referred to children between 3 and 6 years old and their functional dependence in basic activities of daily living. We combine different types of information via weighted related metric scaling to obtain homogeneous profiles for dependent Spanish children. The redundant information between groups of variables is modelled with an interaction parameter that can be optimized according to several criteria. In this paper, the goal is to obtain maximum explained variability in an Euclidean configuration. Data comes from the Survey about Disabilities, Personal Autonomy and Dependence Situations, EDAD 2008, (Spanish National Institute of Statistics, 2008).
Palabras clave: ADL, disability, mixed-type data, public health, related metric scaling
URL del trabajo: http://e-archivo.uc3m.es/handle/10016/12686
Programado
VC3 Clasificación y análisis multivariante 5
20 de abril de 2012 12:00
Sala Londres
