2 citations · 2 across the 3 of their papers we have counts for
3 papers
Variable Domain Multivariate Functional Principal Component Analysis
Pavel Hernández Amaro, María Durbán, M. Carmen Aguilera-Morillo +3
Multivariate functional principal component analysis (MFPCA) is a powerful dimension reduction technique for analyzing multiple functional variables simultaneously. However, existi…
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…
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…