Now showing items 1-2 of 2

    • Fast estimation of multidimensional adaptive P-spline models 

      Rodríguez-Álvarez M.X.; Durbán M.; Lee D.-J.; Eilers P.H.C. (2016-10-21)
      A fast and stable algorithm for estimating multidimensional adaptive P-spline models is presented. We call it as Separation of Overlapping Penalties (SOP) as it is an extension of the Separation of Anisotropic Penalties ...
    • Spatio-temporal adaptive penalized splines with application to Neuroscience 

      Rodríguez-Álvarez M.X.; Durbán M.; Lee D.-J.; Eilers P.H.C.; Gonzalez, F (2016-12-30)
      Data analysed here derive from experiments conducted to study neurons' activity in the visual cortex of behaving monkeys. We consider a spatio-temporal adaptive penalized spline (P-spline) approach for modelling the firing ...