scholarly journals Simultaneous quantile inference for non-stationary long-memory time series

Bernoulli ◽  
2018 ◽  
Vol 24 (4A) ◽  
pp. 2991-3012 ◽  
Author(s):  
Weichi Wu ◽  
Zhou Zhou
Keyword(s):  
Time Series ◽  
Long Memory ◽  
Memory Time ◽  
Quantile Inference

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.

Long Memory Time Series

2014 ◽  
pp. 317-337
Author(s):  
Jürgen Franke ◽  
Wolfgang Karl Härdle ◽  
Christian Matthias Hafner
Keyword(s):  
Time Series ◽  
Long Memory ◽  
Memory Time
Sign in / Sign up

Export Citation Format

Share Document