Accounting for Model Selection Uncertainty: Model Averaging of Prevalence and Force of Infection Using Fractional Polynomials

In most applications in statistics the true model underlying data generation mechanisms is unknown and researchers are confronted with the critical issue of model selection uncertainty. Often this uncertainty is ignored and the model with the best goodness-of-fit is assumed as the data generating mo...

Full description

Autores:
Castañeda, Javier
Aerts, Marc
Tipo de recurso:
Article of journal
Fecha de publicación:
2015
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/66547
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/66547
http://bdigital.unal.edu.co/67575/
Palabra clave:
51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Bias
Mean Squared Error
Multimodel Estimation
Seroprevalence
Error cuadrado medio
Estimación multi-modelo
Seroprevalencia
Sesgo
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional