25 citations · 28 across the 4 of their papers we have counts for
4 papers
Multidimensional Adaptive Penalised Splines with Application to Neurons' Activity Studies
María Xosé Rodríguez-Álvarez, María Durbán, Paul H. C. Eilers +2
P-spline models have achieved great popularity both in statistical and in applied research. A possible drawback of P-spline is that they assume a smooth transition of the covariate…
On the estimation of variance parameters in non-standard generalised linear mixed models: Application to penalised smoothing
María Xosé Rodríguez-Álvarez, Maria Durban, Dae-Jin Lee +1
We present a novel method for the estimation of variance parameters in generalised linear mixed models. The method has its roots in Harville (1977)'s work, but it is able to deal w…
Fast estimation of multidimensional adaptive P-spline models
María Xosé Rodríguez-Álvarez, María Durbán, Dae-Jin Lee +1
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…
Spatio-temporal adaptive penalized splines with application to Neuroscience
María Xosé Rodríguez-Álvarez, María Durbán, Dae-Jin Lee +1
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…