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Semi-functional partial linear spatial autoregressive model

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Publication:5079186
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DOI10.1080/03610926.2020.1738485OpenAlexW3011876879MaRDI QIDQ5079186

Caiyun Ying, Yun Xia Li

Publication date: 25 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2020.1738485


zbMATH Keywords

SARlocal linear regressionQMLEfunctional variables


Mathematics Subject Classification ID

Statistics (62-XX)



Uses Software

  • fda (R)


Cites Work

  • Unnamed Item
  • Unnamed Item
  • Functional-coefficient spatial autoregressive models with nonparametric spatial weights
  • Profile quasi-maximum likelihood estimation of partially linear spatial autoregressive models
  • Local linear regression for functional predictor and scalar response
  • Robust estimation and classification for functional data via projection-based depth notions
  • Applied functional data analysis. Methods and case studies
  • Functional linear regression with functional response
  • Semiparametric estimation and testing of smooth coefficient spatial autoregressive models
  • Semi-functional partial linear regression
  • Nonparametric functional data analysis. Theory and practice.
  • Estimation Methods for Models of Spatial Interaction
  • Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models
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