Nonparametric Regression Estimation for Circular Data
Title
Nonparametric Regression Estimation for Circular DataDate
2019-07-31Citation
MEILÁN-VILA, Andrea, et al. Nonparametric Regression Estimation for Circular Data. En Multidisciplinary Digital Publishing Institute Proceedings. 2019. p. 27.
Abstract
[Abstract] Non-parametric regression with a circular response variable and a unidimensional linear regressor is a topic which was discussed in the literature. In this work, we extend the results to the case of multivariate linear explanatory variables. Nonparametric procedures to estimate the circular regression function are formulated. A simulation study is carried out to study the sample performance of the proposed estimators.
Keywords
Circular data
Nonparametric methods
Multidimensional data analysis
Nonparametric methods
Multidimensional data analysis
Editor version
Rights
Atribución 3.0 España
ISSN
2504-3900