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An introduction to smoothing with penalties: P-splines

María Durbán
Departamento de Estadística
Universidad Carlos III de Madrid
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  • Abstract
    Many of the new areas of scientific research yield large amount of complex data (microarray, images, etc.) that can not be analysed using standard parametric models. Smoothing techniques provied a flexible framework for modelling these type of data. In this paper we focus on a recent and very atractive approach in the context of smoothing methods: penalized splines.
  • Keywords: Smoothing, Penalty, P-splines.
  • AMS Subject classifications: 62G08, 62J07, 62J12.
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