Project name
PhD Programme in Health Informatics and Methodological Research
Acronym
CONT-000231-2015-FONDECYT-DE
Project code
CONT-000231-2015-FONDECYT-DE
Status
Active
Start Date
01 September 2016
End Date
01 January 2021
OCDE knowledge area(s)
Ingeniería de sistemas y comunicaciones
Keyword(s)
Becas y Programas Proyectos Imputation Methods Multilevel Data Cross-Sectional Data.
Resume
Incrementar la cantidad de recursos humanos para las actividades de investigación y desarrollo a través de la formación de investigadores en Informática en Salud e Investigación en Métodos Cuantitativos en las mejores universidades del mundo. Titulo tentativo del proyecto de tesis: Multilevel imputation methods for survey data: Can we use prior longitudinal information to improve current cross-sectional analysis? Objectives: 1) Design a multilevel imputation procedure for cross-sectional data, integrating information from current cross-sectional data and historical longitudinal data, using both data from Peru and Europe 2) Compare results from this multiple imputation procedure with results from three other multilevel multiple imputation approaches, two of them performed only with current cross-sectional data. 3) Establish which of these four imputation alternatives provides better estimates for cross-sectional analysis, in terms of avoiding real and potential biases.
Institutional research line
Comportamiento humano
Geographical scope of study or application of the project
REINO UNIDO
Sources of information: Directorio de Proyectos Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica