Random Time-Varying Coefficient Model Estimation through Radial Basis Functions

A methodology to estimate a time-varying coefficient model through a linear combination of radial kernel functions which are centered around all the measuring times, or their quantiles is developed. The linear combination is weighted by a bandwidth that may change or not among coefficients. The prop...

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Bibliografiset tiedot
Julkaisussa:Revista Colombiana de Estadística
Päätekijät: Juan Camilo Sosa, Luis Guillermo Díaz
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Universidad Nacional de Colombia 2012
Aiheet:
Física, Astronomía y Matemáticas
Mixed model
Kernel function
Cross validation
Longitudinal data analysis
Linkit:https://www.redalyc.org/articulo.oa?id=89923145011
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