Statistical inference in functional semiparametric spatial autoregressive model

Statistical inference in functional semiparametric spatial autoregressive model

Semiparametric spatial autoregressive model has drawn great attention since it allows mutual dependence in spatial form and nonlinear effects of covariates. However, with development of scientific technology, there exist functional covariates with high dimensions and frequencies containing rich info...

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Bibliographic Details
Main Authors: Gaosheng Liu, Yang Bai
Format: Article
Language:English
Published: AIMS Press 2021-07-01
Series:AIMS Mathematics
Subjects:
semiparametric spatial autoregressive model
functional data analysis
b-spline approximation
generalized method of moments
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2021633?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2021633?viewType=HTML

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