33 citations · 47 across the 26 of their papers we have counts for
4 papers · 1 filter
Function-on-function linear quantile regression
Ufuk Beyaztas, Han Lin Shang
In this study, we propose a function-on-function linear quantile regression model that allows for more than one functional predictor to establish a more flexible and robust approac…
A robust partial least squares approach for function-on-function regression
Ufuk Beyaztas, Han Lin Shang
The function-on-function linear regression model in which the response and predictors consist of random curves has become a general framework to investigate the relationship betwee…
Function-on-function partial quantile regression
Ufuk Beyaztas, Han Lin Shang, Aylin Alin
In this paper, a functional partial quantile regression approach, a quantile regression analog of the functional partial least squares regression, is proposed to estimate the funct…
A functional autoregressive model based on exogenous hydrometeorological variables for river flow prediction
Ufuk Beyaztas, Han Lin Shang, Zaher Mundher Yaseen
In this research, a functional time series model was introduced to predict future realizations of river flow time series. The proposed model was constructed based on a functional t…