scholarly journals Nonparametric Regression Estimation for Circular Data

Proceedings ◽  
2019 ◽  
Vol 21 (1) ◽  
pp. 27
Author(s):  
Andrea Meilán-Vila ◽  
Mario Francisco-Fernández ◽  
Rosa M. Crujeiras ◽  
Agnese Panzera
Keyword(s):  
Nonparametric Regression ◽  
Simulation Study ◽  
Regression Function ◽  
Circular Data ◽  
Regression Estimation ◽  
Response Variable ◽  
Parametric Regression ◽  
Explanatory Variables ◽  
Nonparametric Regression Estimation ◽  
Circular Regression

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.

Wavelet regression estimation over Lp risk based on negatively associated sample

2020 ◽  
Vol 18 (04) ◽  
pp. 2050024
Author(s):  
Huijun Guo ◽  
Junke Kou
Keyword(s):  
Convergence Rates ◽  
Regression Function ◽  
Regression Estimation ◽  
Negatively Associated ◽  
Wavelet Regression ◽  
Nonparametric Regression Estimation ◽  
Independent Case ◽  
Optimal Convergence Rates ◽  
Negatively Associated Sample ◽  
Wavelet Estimators

This paper considers wavelet estimations of a regression function based on negatively associated sample. We provide upper bound estimations over [Formula: see text] risk of linear and nonlinear wavelet estimators in Besov space, respectively. When the random sample reduces to the independent case, our convergence rates coincide with the optimal convergence rates of classical nonparametric regression estimation.

scholarly journals Two stage sequential procedure for nonparametric regression estimation

2008 ◽  
Vol 49 ◽  
pp. 699
Author(s):  
L. Sandamali Dharmasena ◽  
Basil M De Silva ◽  
Panlop Zeephongsekul
Keyword(s):  
Nonparametric Regression ◽  
Sequential Procedure ◽  
Regression Estimation ◽  
Two Stage ◽  
Nonparametric Regression Estimation
Sign in / Sign up

Export Citation Format

Share Document