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.ME2025
Prediction intervals for quantile autoregression
Silvia Novo, César Sánchez-Sellero
This paper introduces new methods for constructing prediction intervals using quantile-based techniques. The procedures are developed for both classical (homoscedastic) autoregress…
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…