RT Book,_Section
T1 A review on nonparametric circular regression
A1 Alonso Pena, María
A1 Crujeiras Casais, Rosa María
K1 Nonparametric regression
K1 Circular data
K1 Flexible regression
K1 Directional data
AB Nonparametric regression models, involving circular variables (as responses and/or covariates) are revised in this chapter, focusing on a kernel approach. For linear response and circular covariate, both suitably adapted local polynomial and local likelihood models are introduced. The local polynomial approach is also presented for circular response regression. The use of these estimators for testing different hypotheses is also revised and their applicability is illustrated with a real data example. Finally, we provide some resources for the computation of the different tools.
PB Springer
SN 978-981-96-2003-6
YR 2025
FD 2025-05-06
LK https://hdl.handle.net/10347/43425
UL https://hdl.handle.net/10347/43425
LA eng
NO Alonso-Pena, M., Crujeiras, R.M. (2025). A Review on Nonparametric Circular Regression. In: Kumar, S., Arnold, B.C., Shimizu, K., Laha, A.K. (eds) Directional and Multivariate Statistics. Springer, Singapore.
DS Minerva
RD 23 abr 2026