4 citations · 5 across the 4 of their papers we have counts for
6 papers
Analyzing directional errors in spatial orientation using nonparametric circular regression with mixed covariates
Mario Francisco-Fernández, Andrea Meilán-Vila
Spatial orientation is a fundamental cognitive skill that relies on sensory information to update perceived direction. Understanding how sensory conditions influence directional ac…
River flow modelling using nonparametric functional data analysis
Alejandro Quintela-del-Río, Mario Francisco-Fernández
Time series and extreme value analyses are two statistical approaches usually applied to study hydrological data. Classical techniques, such as ARIMA models (in the case of mean fl…
A flexible functional-circular regression model for analyzing temperature curves
Andrea Meilán-Vila, Rosa M. Crujeiras, Mario Francisco-Fernández
Changes on temperature patterns, on a local scale, are perceived by individuals as the most direct indicators of global warming and climate change. As a specific example, for an At…
Bagging cross-validated bandwidth selection in nonparametric regression estimation with applications to large-sized samples
D. Barreiro-Ures, R. Cao, M. Francisco-Fernández
Cross-validation is a well-known and widely used bandwidth selection method in nonparametric regression estimation. However, this technique has two remarkable drawbacks: (i) the la…
Goodness-of-fit tests for parametric regression models with circular response
Andrea Meilán-Vila, Mario Francisco-Fernández, Rosa M. Crujeiras
Testing procedures for assessing a parametric regression model with circular response and -valued covariate are proposed and analyzed in this work both for independen…
Nonparametric multivariate regression estimation for circular responses
Andrea Meilán-Vila, Mario Francisco-Fernández, Rosa M. Crujeiras +1
Nonparametric estimators of a regression function with circular response and Rd-valued predictor are considered in this work. Local polynomial type estimators are proposed and stud…