Listar por autor "Novo Díaz, Silvia"
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Fast Algorithm for Impact Point Selection in Semiparametric Functional Models
Novo Díaz, Silvia; Aneiros Pérez, Germán; Vieu, Philippe (M D P I AG, 2019-07-31)[Abstract] A new sparse semiparametric functional model is proposed, which tries to incorporate the influence of two functional variables in a scalar response in a quite simple and interpretable way. One of the functional ... -
Methodological Contributions in Semiparametric Regression Models for Functional Data
Novo Díaz, Silvia (2021)[Abstract] This doctoral thesis is dedicated to functional regression for scalar response. In particular, we focus on functional semiparametric models, which combine the practical advantages of parametric and nonparametric ... -
Sparse Semi-Functional Partial Linear Single-Index Regression
Novo Díaz, Silvia; Aneiros Pérez, Germán; Vieu, Philippe (M D P I AG, 2018-09-17)[Abstract] The variable selection problem is studied in the sparse semi-functional partial linear model, with single-index type influence of the functional covariate in the response. The penalized least squares procedure ...