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stat.ME2019★ 33 cited
On function-on-function regression: Partial least squares approach
Ufuk Beyaztas, Han Lin Shang
Functional data analysis tools, such as function-on-function regression models, have received considerable attention in various scientific fields because of their observed high-dim…
math.NA2019★ 22 cited
A projection based Variational Multiscale Method for Atmosphere-Ocean Interaction
Mustafa Aggul, Fatma G. Eroglu, Songül Kaya +1
The proposed method aims to approximate a solution of a fluid-fluid interaction problem in case of low viscosities. The nonlinear interface condition on the joint boundary allows f…
stat.ME2019★ 12 cited
Forecasting functional time series using weighted likelihood methodology
Ufuk Beyaztas, Han Lin Shang
Functional time series whose sample elements are recorded sequentially over time are frequently encountered with increasing technology. Recent studies have shown that analyzing and…