Outlier detection in spatial error models using modified thresholding-based iterative procedure for outlier detection approach
Jiaxin Cai,
Weiwei Hu,
Yuhui Yang
et al.
Abstract:Background
Outliers, data points that significantly deviate from the norm, can have a substantial impact on statistical inference and provide valuable insights in data analysis. Multiple methods have been developed for outlier detection, however, almost all available approaches fail to consider the spatial dependence and heterogeneity in spatial data. Spatial data has diverse formats and semantics, requiring specialized outlier detection methodology to handle these unique properties. For now, t… Show more
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