• openAccess   A kernel regression procedure in the 3D shape space with an application to online sales of children's wear 

      Quintana-Ortí, Gregorio; Simó, Amelia Institute of Mathematical Statistics (IMS) (2019)
      Shape regression is of key importance in many scienti c elds. In this paper, we focus on the case where the shape of an object is represented by a con- guration matrix of landmarks. It is well known that this shape ...
    • openAccess   Generalized partially linear models on Riemannian manifolds 

      Simó, Amelia; Ibáñez Gual, Maria Victoria; Epifanio, Irene; Gimeno, Vicent Royal Statistical Society (2020-05-03)
      We introduce generalized partially linear models with covariates on Riemannian manifolds. These models, like ordinary generalized linear models, are a generalization of partially linear models on Riemannian manifolds that ...