论文
International Journal of Geographical Information Science
PublisherJournal
中文标题
一种地理神经网络加权回归与空间自回归模型:模型设计、估计与变量选择
English Title
A geographically neural network weighted regression with spatial autoregressive model: model design, estimation, and variable selection
Feng Chen Qin Hu Yu Zhou a School of Mathematics and Statistics, Chongqing Jiaotong University, Chongqing, Chinab National Center for Applied Mathematics in Hunan, Xiangtan University, Xiangtan, Hunan, Chinac School of Geographic Sciences, East China Normal University, Shanghai, ChinaFeng Chen is an assistant professor in the School of Mathematics and Statistics, Chongqing Jiaotong University. Her research interests are spatial statistics, spatial data modelling and spatial econometric analysis. Her contributions to this paper include conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, writing–original draft, writing–review & editing.Qin Hu is a master student in the School of Mathematics and Statistics, Chongqing Jiaotong University. Her research interests are spatial data modelling and machine learning. Her contributions to this paper include data curation, investigation, software, validation, visualization, writing–original draft, writing–review & editing.Yu Zhou is a professor in the National Center for Applied Mathematics in Hunan and School of Mathematics and Computational Science at Xiangtan University, and previously worked as a professor in the School of Geographic Sciences at East China Normal University. His research interests are geographical spatio-temporal data analysis, including quantitative geography, like spatial analysis and geocomputation, and applied mathematics, such as time series analysis and nonlinear dynamics. His contributions to this paper include conceptualization, funding acquisition, investigation, project administration, supervision, writing–original draft, writing–review & editing.
发布时间
2026/5/4 17:32:20
来源类型
journal
语言
en
摘要

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元数据
来源International Journal of Geographical Information Science
类型论文
抽取状态raw
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PublisherJournal