no code implementations • 8 Jun 2023 • Jiti Gao, Bin Peng, Yanrong Yang
In this paper, we propose a localized neural network (LNN) model and then develop the LNN based estimation and inferential procedures for dependent data in both cases with quantitative/qualitative outcomes.
no code implementations • 22 Nov 2021 • Bin Peng, Liangjun Su, Joakim Westerlund, Yanrong Yang
This paper considers a model with general regressors and unobservable factors.
no code implementations • 4 Feb 2021 • Yuan Gao, Han Lin Shang, Yanrong Yang
We propose modeling raw functional data as a mixture of a smooth function and a highdimensional factor component.
Methodology Statistics Theory Statistics Theory
no code implementations • 17 Jan 2021 • Yufeng Mao, Bin Peng, Mervyn Silvapulle, Param Silvapulle, Yanrong Yang
This study decomposes the bilateral trade flows using a three-dimensional panel data model.