scholarly journals The package: nonparametric regression using local rotation matrices in

2021 ◽  
pp. 1-18
Author(s):  
Marco Di Marzio ◽  
Stefania Fensore ◽  
Giovanni Lafratta ◽  
Charles C. Taylor
Keyword(s):  
Nonparametric Regression ◽  
Rotation Matrices ◽  
Local Rotation

LFNet: Local Rotation Invariant Coordinates Frame for Robust Point Cloud Analysis

2021 ◽  
pp. 1-1
Author(s):  
Hezhi Cao ◽  
Ronghui Zhan ◽  
Yanxin Ma ◽  
Chao Ma ◽  
Jun Zhang
Keyword(s):  
Point Cloud ◽  
Rotation Invariant ◽  
Local Rotation ◽  
Point Cloud Analysis ◽  
Cloud Analysis

scholarly journals Mixture Model Nonparametric Regression and Its Application

2021 ◽  
Vol 1842 (1) ◽  
pp. 012044
Author(s):  
Narita Yuri Adrianingsih ◽  
I Nyoman Budiantara ◽  
Jerry Dwi Trijoyo Purnomo
Keyword(s):  
Nonparametric Regression ◽  
Mixture Model

scholarly journals On nonparametric regression for bivariate circular long-memory time series

2021 ◽  
Author(s):  
Jan Beran ◽  
Britta Steffens ◽  
Sucharita Ghosh
Keyword(s):  
Time Series ◽  
Nonparametric Regression ◽  
Long Range ◽  
Long Memory ◽  
Regression Function ◽  
Confidence Bands ◽  
Long Range Dependence ◽  
Asymptotic Results ◽  
Memory Time ◽  
Circular Time Series

AbstractWe consider nonparametric regression for bivariate circular time series with long-range dependence. Asymptotic results for circular Nadaraya–Watson estimators are derived. Due to long-range dependence, a range of asymptotically optimal bandwidths can be found where the asymptotic rate of convergence does not depend on the bandwidth. The result can be used for obtaining simple confidence bands for the regression function. The method is illustrated by an application to wind direction data.

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