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In this paper, we shall introduce a new model aimed at handling interval-valued data with spatial dependencies. Based on the idea of least square method of single-valued case, we give the parameter estimator for interval-valued spatial error model. Then we prove the estimator\u2019s properties. Finally, we give the numerical simulation analysis. 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