Nonparametric Regression and Classification Part II—Nonparametric Classification

1994 ◽  
pp. 70-82 ◽  
Author(s):  
T. J. Hastie ◽  
R. J. Tibshirani
Keyword(s):  
Nonparametric Regression ◽  
Nonparametric Classification

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.

Nonparametric regression with nearly integrated regressors under long-run dependence

2017 ◽  
Vol 20 (1) ◽  
pp. 118-138
Author(s):  
Zongwu Cai ◽  
Bingyi Jing ◽  
Xinbing Kong ◽  
Zhi Liu
Keyword(s):  
Nonparametric Regression ◽  
Long Run

Monotone Nonparametric Regression and Confidence Intervals

2010 ◽  
Vol 39 (4) ◽  
pp. 828-845 ◽  
Author(s):  
Matthew Strand ◽  
Yu Zhang ◽  
Bruce J. Swihart
Keyword(s):  
Confidence Intervals ◽  
Nonparametric Regression
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