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38 p, 529.0 KB

Twenty years of P-splines / Eilers, Paul H. C. (Erasmus MC Universitair Medisch Centrum Rotterdam) ; Marx, Brian D. (Louisiana State University. Department of Experimental Statistics) ; Durbán, Maria (Universidad Carlos III de Madrid. Departamento de Estadística)
P-splines first appeared in the limelight twenty years ago. Since then they have become popular in applications and in theoretical work. The combination of a rich B-spline basis and a simple difference penalty lends itself well to a variety of generalizations, because it is based on regression. [...]
2015
SORT : statistics and operations research transactions, Vol. 39 Núm. 2 (July-December 2015) , p. 149-186 (Invited articles)

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42 p, 806.0 KB

Analysing visual receptive fields through generalised additive models with interactions / Rodríguez-Álvarez, María Xosé ; Cadarso-Suárez, Carmen ; González, Francisco
Visual receptive fields (RFs) are small areas of the visual field where a stimulus induces a responses of a particular neuron from the visual system. RFs can be mapped using reverse crosscorrelation technique, which produces raw matrices containing both spatial and temporal information about the RF. [...]
2012
SORT : statistics and operations research transactions, Vol. 36, Núm. 1 (January-June 2012) , p. 3-44

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