3 papers
stat.ME2026
kNN estimation in semi-functional partial linear regression with missing responses at random
Germán Aneiros, Silvia Novo
This paper considers a partial linear regression model with scalar response missing at random, one finite-dimensional covariate (a vector, ) and one infinite-dimensional covaria…
stat.ME2024
Semi-functional partial linear regression with measurement error: An approach based on NN estimation
Silvia Novo, Germán Aneiros, Philippe Vieu
This paper focuses on a semiparametric regression model in which the response variable is explained by the sum of two components. One of them is parametric (linear), the correspond…
stat.ME2024
fsemipar: an R package for SoF semiparametric regression
Silvia Novo, Germán Aneiros
Functional data analysis has become a tool of interest in applied areas such as economics, medicine, and chemistry. Among the techniques developed in recent literature, functional…